WO2021184254A1 - Infrared thermal imaging temperature measurement method, electronic device, unmanned aerial vehicle and storage medium - Google Patents

Infrared thermal imaging temperature measurement method, electronic device, unmanned aerial vehicle and storage medium Download PDF

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Publication number
WO2021184254A1
WO2021184254A1 PCT/CN2020/079984 CN2020079984W WO2021184254A1 WO 2021184254 A1 WO2021184254 A1 WO 2021184254A1 CN 2020079984 W CN2020079984 W CN 2020079984W WO 2021184254 A1 WO2021184254 A1 WO 2021184254A1
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Prior art keywords
temperature
reference object
value
body temperature
sensor
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PCT/CN2020/079984
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French (fr)
Chinese (zh)
Inventor
张青涛
曹子晟
江宝坦
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深圳市大疆创新科技有限公司
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Priority to CN202080004928.0A priority Critical patent/CN112673241A/en
Priority to PCT/CN2020/079984 priority patent/WO2021184254A1/en
Publication of WO2021184254A1 publication Critical patent/WO2021184254A1/en

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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/01Measuring temperature of body parts ; Diagnostic temperature sensing, e.g. for malignant or inflamed tissue
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01JMEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
    • G01J5/00Radiation pyrometry, e.g. infrared or optical thermometry
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01JMEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
    • G01J5/00Radiation pyrometry, e.g. infrared or optical thermometry
    • G01J5/10Radiation pyrometry, e.g. infrared or optical thermometry using electric radiation detectors
    • G01J5/20Radiation pyrometry, e.g. infrared or optical thermometry using electric radiation detectors using resistors, thermistors or semiconductors sensitive to radiation, e.g. photoconductive devices
    • G01J5/22Electrical features thereof

Definitions

  • This application relates to the field of infrared thermal imaging technology, and in particular to an infrared thermal imaging temperature measurement method, electronic equipment, drones and storage media.
  • Infrared thermal imaging technology uses photoelectric technology to detect the infrared specific band signal of the object's thermal radiation, and can convert the signal into images and graphics that can be visually distinguished by humans, and use the images and graphics to further calculate the temperature of the object body value. Since infrared thermal imaging technology can make people "see” the temperature distribution on the surface of an object, it is clear and intuitive, easy to analyze and judge, and does not need to touch the object. Therefore, infrared thermal imaging technology is gradually applied to various application scenarios that need to measure temperature. middle.
  • the infrared thermal imaging temperature measurement equipment measures the temperature of the object to be measured, the measurement accuracy will be reduced due to various influencing factors of the external environment.
  • a black body is provided for calibration before measuring the temperature.
  • the infrared thermal imaging temperature measurement equipment system that uses the black body for calibration is more complicated and costly.
  • one of the objectives of the present invention is to provide an infrared thermal imaging temperature measurement method, electronic equipment, drones and storage media.
  • an infrared thermal imaging temperature measurement method including:
  • the measured value of the body temperature of the target measured object is corrected based on the corrected value, wherein the target measured object and the reference object are in the same environment.
  • an electronic device including an infrared thermal imaging temperature measurement device and an ambient temperature sensor;
  • the environmental temperature sensor is used to detect the measured value of the environmental temperature of the environment where the reference object is located;
  • the infrared thermal imaging temperature measuring device is used to obtain the measurement value of the environmental temperature from the environmental temperature sensor, and obtain the measurement value of the body temperature of the reference object; determine where the reference object is located based on a specified parameter
  • the reference value of the body temperature at ambient temperature, the specified parameter includes the reference value of the reference object at different ambient temperatures; determining the difference between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object And correcting the measured value of the body temperature of the target measured object based on the corrected value, wherein the target measured object and the reference object are in the same environment.
  • a drone including:
  • An infrared sensor which is arranged on the fuselage and is used to obtain a heat radiation distribution image
  • An ambient temperature sensor which is arranged on the body, and is used to detect the measured value of the ambient temperature of the environment in which the reference object is located;
  • the infrared sensor and the ambient temperature sensor are respectively connected to the processor, and the memory is connected to the processor;
  • the processor implements the following steps when executing the program:
  • the measured value of the body temperature of the target measured object is corrected based on the corrected value, wherein the target measured object and the reference object are in the same environment.
  • a computer-readable storage medium on which a computer program is stored, and when the program is executed by a processor, the following steps are implemented:
  • the measured value of the body temperature of the target measured object is corrected based on the corrected value, wherein the target measured object and the reference object are in the same environment.
  • This application uses infrared thermal imaging technology to obtain the measured value of the body temperature of the reference object and the measured value of the ambient temperature of the current environment in which the reference object is located, based on the correspondence between the reference value of the body temperature of the reference object under different ambient temperatures, Determine the reference value of the body temperature of the reference object corresponding to the measured value of the ambient temperature, so as to obtain the correction value between the measured value of the body temperature of the reference object and the reference value.
  • the present application can improve the measurement accuracy and effectively reduce the cost, the temperature measurement equipment or system does not require complicated settings, and the correction process is simple, convenient and quick to operate.
  • Fig. 1 is a schematic flowchart of an infrared thermal imaging temperature measurement method according to an exemplary embodiment.
  • Fig. 2 is a schematic flowchart of an infrared thermal imaging temperature measurement method according to an exemplary embodiment.
  • Fig. 3 is a schematic diagram of an infrared image of a human body shown in an exemplary embodiment.
  • Fig. 4 is a schematic flowchart of an infrared thermal imaging temperature measurement method according to an exemplary embodiment.
  • Fig. 5 is a structural block diagram of an electronic device shown in an exemplary embodiment.
  • Fig. 6 is a structural block diagram of an unmanned aerial vehicle shown in an exemplary embodiment.
  • Fig. 7 is a structural block diagram of a remote control shown in an exemplary embodiment.
  • 8A to 8B are structural block diagrams of an unmanned aerial vehicle system shown in an exemplary embodiment.
  • first, second, third, etc. may be used in this application to describe various information, the information should not be limited to these terms. These terms are only used to distinguish the same type of information from each other.
  • first information may also be referred to as second information, and similarly, the second information may also be referred to as first information.
  • word “if” as used herein can be interpreted as "when” or “when” or "in response to determination”.
  • the infrared thermal imaging temperature measurement method of this application can be applied to equipment that uses infrared thermal imaging technology to perform temperature measurement, for example, infrared thermal imaging cameras, infrared thermometers, drones with infrared thermal imaging functions, etc., or It is applied to devices that can measure temperature based on the acquired infrared images, such as computers, smart phones, laptops, tablets, PDAs (Personal Digital Assistant, personal digital assistants), etc., and the devices can be loaded with temperature measurements based on the acquired infrared images
  • the measurement application or software for ease of description, the application will be described below as "temperature measuring equipment".
  • the object of measuring temperature can be a human body, an animal, etc., or other objects, buildings, and geographic environments.
  • the actual application scenario can be used to detect the temperature of the human body during the security inspection of airports, stations, and building entrances, or it can be used to detect the temperature of animals when an animal plague occurs, and can also be used for power inspections, or to detect mechanical equipment and electrical equipment It can also be used to detect whether a fire occurs in buildings, forests, etc., and can be used to detect the spread of fire when a fire occurs, and so on.
  • Fig. 1 is a schematic flowchart of an infrared thermal imaging temperature measurement method according to an exemplary embodiment of the application. As shown in Figure 1, the infrared thermal imaging temperature measurement method includes steps 101 to 104:
  • Step 101 Obtain a measurement value of the ambient temperature of the environment in which a reference object is located and a measurement value of the body temperature of the reference object.
  • the reference object refers to the object used to calibrate the measurement accuracy of the temperature measuring equipment
  • the reference object can be preset by the technical developer
  • the body temperature can refer to the temperature of the body surface of the reference object
  • the body temperature of the reference object The measured value of is measured using infrared thermal imaging technology.
  • an infrared sensor can be used to receive the infrared signal of the thermal radiation of the reference object, and convert the infrared signal into an infrared image.
  • the infrared image can reflect the thermal radiation distribution of the reference object.
  • the heat radiation distribution is used to obtain the measured value of the body temperature of the reference object.
  • the specific temperature value of the object is obtained according to the mapping function of the heat radiation energy of the object and the temperature.
  • the infrared sensor that obtains the infrared signal can be any one of a far infrared sensor, a near infrared sensor, a refrigerated infrared sensor, an uncooled infrared sensor, etc., which can be adjusted according to specific temperature measurement application scenarios, and this application does not specifically limit it.
  • the environment where the reference object is located refers to the temperature of the environment where the reference object is currently located.
  • an environment temperature sensor may be used to measure the measured value of the environment temperature.
  • Step 102 Determine a reference value of the body temperature of the reference object at an ambient temperature based on a designated parameter, the designated parameter including the reference value of the reference object at different ambient temperatures.
  • the specified parameters can be used to calibrate the measurement accuracy of the temperature measuring equipment, including the reference value of the body temperature of the reference object under different ambient temperatures, that is, the reference value of the body temperature of the reference object corresponding to different ambient temperatures, or In other words, the body temperature of the reference object has a corresponding relationship with the ambient temperature of its environment.
  • the acquired measurement value of the ambient temperature of the environment in which the reference object is located is used to determine the reference value of the body temperature of the reference object corresponding to the measurement value of the environmental temperature through a specified parameter.
  • the designated parameter may also include other parameters, not only the reference value of the body temperature of the reference object under different ambient temperatures.
  • the reference value of the body temperature of the reference object can be measured by other temperature measurement techniques. It should be understood that the measurement accuracy of other temperature measurement techniques is higher than that of infrared thermal imaging technology. In this way, the reference value has reference value. To calibrate the measurement accuracy of equipment that uses infrared thermal imaging technology to measure temperature to improve measurement accuracy.
  • Other temperature measurement technologies can be temperature measurement technologies using thermistors, thermocouples, optical fibers, etc., which are not specifically limited in this application.
  • the specified parameters can be stored in the local storage space of the temperature measuring device in a list, and the list includes the reference value of the body temperature of the reference object at different ambient temperatures.
  • the temperature measuring device obtains the reference
  • the specified parameters may be stored in a server or cloud storage center, and the temperature measuring device may have a communication function. By requesting access to the server or cloud storage center, the measurement of the ambient temperature of the environment in which the reference object is located can be obtained. The reference value of the body temperature of the reference object corresponding to the value.
  • Step 103 Determine a correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object.
  • the reference value of the body temperature of the reference object corresponding to the measured value of the ambient temperature is obtained based on the specified parameter, and the reference value of the body temperature of the reference object measured by the temperature measuring device using infrared thermal imaging technology is compared with the measured value of the body temperature of the reference object. Or by calculation, a correction value can be obtained.
  • the correction value may be the difference between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object.
  • the reference value of the body temperature of the reference object is 35.53 degrees Celsius
  • the measured value measured by the temperature measuring device according to the heat radiation distribution of the reference object is 35.75 degrees Celsius, that is, the correction value is 0.22 degrees Celsius.
  • the temperature scale unit can be Celsius or Fahrenheit, and can be adjusted according to the usage habits of different countries or regions, which is not specifically limited in this application.
  • the correction value may be obtained by using a correction function based on a temperature reference standard.
  • the body temperature of the reference object is measured as T
  • the reference value of the body temperature of the reference object is T0
  • the correction value is D
  • F is a correction function based on a temperature reference.
  • Step 104 Correct the measured value of the body temperature of the target measured object based on the correction value, wherein the target measured object and the reference object are in the same environment.
  • the measured value of the body temperature of the target object measured by the temperature measurement device can be corrected to eliminate the error caused by the ambient temperature in the infrared thermal imaging temperature measurement.
  • the body temperature of the target measured object is more accurate. It can be understood that the target measured object and the reference object are in the same environment, and the ambient temperature of the environment is the same. In this way, the correction value between the body temperature measurement value of the reference object and the reference value is determined according to the specified parameters. .
  • the temperature measuring device can measure the reference object and the target object at the same time. If there is more than one target measured object, you can measure the reference object at the same time when measuring the first target measured object to complete the accuracy calibration of the temperature measuring equipment as soon as possible; you can also measure the reference object at the same time when measuring each target measured object. In this way, the correction value can be determined every time. If the correction value changes, the target object to be detected at the same time will be corrected according to the changed correction value.
  • the temperature measuring device may first measure the reference object, and then measure the target object to be measured. For example, you can set the target object to be measured at the same position as the reference object.
  • the number of measurements of the body temperature of the reference object can be adjusted according to actual application scenarios. For example, in an application scenario where temperature measurement is performed in a relatively short time, the body temperature of the reference object can be measured only once, and the ambient temperature of the environment where the reference object is located can be measured once to determine the correction value; another example, in a long time In the application scenario of temperature measurement, the body temperature of the reference object can be measured multiple times. If the environment temperature changes greatly, the environment temperature of the environment where the reference object is located needs to be measured simultaneously to update the correction value.
  • the target measured object refers to the target object of the temperature measuring device to measure the temperature.
  • the target measured object can be determined according to the requirements of the application scenario.
  • the target measured object is a category of objects, for example, When the temperature measuring equipment is used for the safety inspection of airports, stations, and building entrances, the target object is the human body; another example, when the temperature measuring equipment is used for the inspection of animal plague, the target object is one or more types that cause the plague For animals, such as swine fever, the target test object is a pig; another example, a temperature measuring device is used to detect whether a fire occurs in a mountain forest, and the target test object is a mountain peak or forest within a region.
  • the target object to be measured can be an electric tower, or insulators, transformers, wires, poles, etc. on the electric tower.
  • the reference object may be one or more.
  • the reference value of the body temperature of each reference object at different ambient temperatures may be recorded in advance.
  • one or more reference objects can be selected from multiple reference objects randomly or in a preset order, and the reference value of the selected reference object's body temperature can be obtained, combined with the selected reference object The actual measurement value of the body temperature is used to determine the temperature correction value. If the selected reference object includes more than one reference object, the correction value of each reference object can be calculated in turn, and then the average value can be calculated to obtain the final correction value.
  • the temperature measurement device can pre-store the reference value of the body temperature of the reference object.
  • the temperature measurement value of the reference object can be obtained, and the reference value of the reference object can be combined to calculate the reference value.
  • the temperature correction value of the reference object is used to correct the measured value of the body temperature of the target measured object obtained by infrared thermal imaging technology based on the correction value, so as to improve the measurement accuracy.
  • the above embodiment obtains the measured value of the body temperature of the reference object by using infrared thermal imaging technology, and acquires the measured value of the ambient temperature of the current environment in which the reference object is located, based on the correspondence between the reference value of the body temperature of the reference object under different ambient temperatures , To determine the reference value of the body temperature of the reference object corresponding to the measured value of the ambient temperature, so as to obtain the correction value between the measured value of the body temperature of the reference object and the reference value, based on the correction value to correct the use of infrared thermal imaging technology Obtain the measured value of the body temperature of the target object to improve the measurement accuracy. In this way, compared with the use of black bodies in the related art to correct the temperature measurement value, the present application can improve the measurement accuracy and effectively reduce the cost, the temperature measurement device or system does not require complicated settings, and the correction process is simple, convenient and quick to operate.
  • Fig. 2 is a schematic flowchart of an infrared thermal imaging temperature measurement method according to an exemplary embodiment of the application. As shown in Figure 2, the infrared thermal imaging temperature measurement method includes steps 201 to 204:
  • Step 201 Obtain a measurement value of the environmental temperature of the environment in which a reference object is located, a measurement value of the distance between the reference object and the distance measuring source, and a measurement value of the body temperature of the reference object.
  • the distance measurement source may be a distance sensor, and the distance sensor is used to measure the distance between the reference object and the distance sensor.
  • the distance sensor can be any of a laser ranging sensor, a lidar sensor, a TOF (Time of Flight) time of flight ranging sensor, an ultrasonic ranging sensor, a terahertz ranging sensor, etc. According to the specific temperature measurement application scenarios and the requirements of the measurement range, this application does not make specific restrictions.
  • the distance sensor can also be used to detect the distance of the target measured object.
  • the distance sensor detects that the distance of the target measured object is the same as the measured value of the distance of the reference object, the measured value of the body temperature of the target measured object at the distance is acquired.
  • the body temperature measurement value of the target object is acquired when the target object is at the position when the reference object is measured.
  • the related implementation manner of obtaining the measured value of the ambient temperature of the environment in which the reference object is located and the measured value of the body temperature of the reference object in this step is the same as the related implementation manner of step 101 of the embodiment shown in FIG. 1, and will not be repeated here.
  • Step 202 Determine, based on the specified parameter, the reference value of the body temperature of the reference object at the ambient temperature and the distance measurement value from the distance measuring source.
  • the specified parameter includes the reference object at different environmental temperatures, and The reference value of the body temperature of the reference object at different distances from the ranging source.
  • the specified parameters include the reference value of the body temperature of the reference object at different ambient temperatures and at different distances from the ranging source, that is, different ambient temperatures and different ranging distances correspond to the body temperature of the reference object.
  • the reference value in other words, the corresponding relationship is: ambient temperature-ranging distance-body temperature of the reference object.
  • Step 203 Determine a correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object.
  • Step 204 Correct the measured value of the body temperature of the target measured object based on the corrected value, wherein the target measured object and the reference object are in the same environment.
  • Steps 203 to 204 are the same as the related technologies in the above steps 103 to 104, and will not be repeated here.
  • the embodiment shown in FIG. 2 determines the relationship between the measured value of the ambient temperature and the body temperature of the reference object corresponding to the measured value of distance based on the correspondence between the reference value of the body temperature of the reference object under different ambient temperatures and different distances from the distance measuring source
  • the reference value is used to obtain the correction value between the measured value of the body temperature of the reference object and the reference value. Based on the correction value, the measured value of the body temperature of the target measured object acquired by infrared thermal imaging technology is corrected to further improve measurement accuracy.
  • the reference object and the target measured object can be different types of objects, or they can be objects of the same type. In the case that the reference object and the target measured object are objects of the same type, the reference object can also be the target measured object at the same time.
  • the first measured object to be measured is set For reference.
  • a thermostatic object can be selected as the reference object.
  • the thermostatic object can maintain its body temperature relatively stable under the condition of environmental temperature changes, and is more affected by environmental temperature changes. Small, the body temperature will not have a large temperature change, or in other words, the body temperature is relatively stable. It should be understood that relative stability is not the same as absolute stability. Due to heat transfer, the body temperature of a thermostatic object changes under different ambient temperatures, but the change is relatively small.
  • the thermostatic object may be a thermostatic animal. As in the above-mentioned examples, warm-blooded animals such as humans and pigs are used as reference objects. Then, the difference between the reference values of the body temperature of the reference object at different ambient temperatures in the specified parameters is small, which usually reflects that the reference values are within a specific temperature range.
  • the human body and other warm-blooded animals are used as the reference object, the human body within the normal temperature range should be used as the reference object, and the human body in special cases such as high fever and diseased state should be avoided as the reference object to obtain the measurement value, so as to avoid affecting the measurement. Calibration of temperature equipment.
  • a temperature-changing object may also be selected as the reference object. Then, the difference between the reference values of the body temperature of the reference object at different ambient temperatures in the specified parameter is relatively large.
  • the body temperature of the reference object is the temperature of the overall structure of the reference object.
  • the selected reference object is an object with a more complex structure, and there may be cases where the thermal radiation energy emitted by each part of the object is not completely the same, you can select a certain part of the reference object.
  • the local temperature represents the body temperature of the reference object, that is, the body temperature of the illuminated object can be the temperature of the specified part of the reference object.
  • the temperature measuring equipment measures the reference object, it only needs to measure the temperature of the specified part.
  • the designated part of the reference object may be a designated organ of the warm-blooded animal, such as eyes, ears, and skin.
  • the designated part of the reference object may also be a designated part of the body of the warm-blooded animal, for example, the forehead, face, hands, neck, etc.
  • FIG. 3 is a schematic diagram of an infrared image of the human body shown in an exemplary embodiment of the application.
  • the infrared image collects the infrared signal of the object and converts the infrared signal into a pseudo-color heat map.
  • the image uses different colors to represent the different degrees of thermal radiation of the object, as shown in Figure 3, although Figure 3 is a sheet that has undergone gray-scale processing.
  • the schematic diagram of the infrared image but it can still show that the infrared image uses different colors (shown as different grayscales in Figure 3) to represent the different degrees of heat radiation distribution in various parts of the object. Take the human body on the left side of Figure 3 as an example.
  • the forehead part 301, the nose part 302, the mouth part 303, the neck part 304, and the trunk part 305 of the human body have different gray levels, that is, the degree of heat radiation of each part mentioned above is different. It can be seen that different parts of the human body (such as head, hair, torso, limbs, etc.) emit different thermal radiation, and the measured temperature values will also be different. Moreover, when the body’s torso and limbs are covered with clothing, it will also affect the corresponding The thermal radiant energy emitted by the part, and the infrared image of the part where the object is blocked cannot accurately show the thermal radiant energy actually emitted by the relevant part. Therefore, in order to improve the calibration accuracy of the temperature measuring device, the temperature of the designated part of the reference object can be selected to represent the body temperature of the reference object, for example, the temperature of the forehead of the human body is selected as the body temperature of the reference object.
  • the body temperature of the target measured object can also be expressed by the temperature of the designated part of the target measured object, which will not be repeated here.
  • the infrared image presents not only the heat radiation distribution of the reference object, but may also include the heat radiation distribution of other objects or the background.
  • the step of acquiring the measured value of the body temperature of the reference object includes: performing object recognition on the captured infrared image; The measured value of the object is determined based on the thermal radiation energy of the identified reference object.
  • a camera unit combined with an infrared sensor can be used to capture infrared images.
  • the infrared image includes a reference object, and the infrared image is identified to determine the thermal radiation energy distribution of the reference object, so as to determine the reference based on the thermal radiation energy of the reference object.
  • the measured value of the body temperature of the object can be used to identify the infrared image, and the reference object in the infrared image can be identified.
  • the semantic segmentation technology can also be used to recognize the infrared image, and the reference object in the infrared image can be analyzed according to the semantic analysis.
  • the method may further include: recognizing according to the reference object Designated part, the measured value of the object is determined based on the recognized thermal radiation energy of the designated part.
  • the technology of object detection or semantic segmentation can be used for recognition, or the position of the designated part on the body of the reference object can be identified according to the outline of the reference object, so as to determine the distribution of thermal radiation energy of the designated part.
  • the infrared image may be preprocessed before object recognition is performed on the infrared image.
  • the preprocessing operations include but are not limited to at least one of the following: non-uniform correction, Time domain denoising, removal of dead pixels, removal of fixed pattern noise, temperature drift compensation, so as to obtain a clearer infrared image, which is convenient for measuring the body temperature of the reference object.
  • At least one of the following processing can be performed on the pre-processed infrared image: contrast stretching and detail enhancement.
  • contrast stretching and detail enhancement In this way, an infrared image with stronger contrast and detail can be obtained, which is conducive to identifying objects and has a better display effect.
  • object recognition is performed on the captured infrared images and visible light images;
  • the thermal radiation of the reference object can determine the measured value of the object.
  • a camera unit combined with a visible light sensor to capture visible light images, perform object recognition on the visible light images, and obtain recognition results, and combine the recognition results based on infrared images to determine the recognition of the reference object, and then based on the reference object Thermal radiation can determine the measured value of its body temperature.
  • object detection or semantic segmentation techniques can also be used for recognition.
  • the acquired visible light image and infrared image are the same viewfinder picture. In this way, the recognition interference caused by different viewfinders can be reduced.
  • At least one of the following processing can also be performed on the visible light image: contrast stretching and detail enhancement.
  • contrast stretching and detail enhancement In this way, a visible light image with stronger contrast and detail can be obtained, which is conducive to identifying the reference object and has a better display effect.
  • the captured image usually does not only include the target measured object, and the method of identifying the reference object in the above embodiment can also be used to identify the target measured object. Things. That is, the step of obtaining the measured value of the body temperature of the target object includes: performing object recognition on the captured infrared image; and determining the measured value of the object based on the recognized thermal radiation energy of the target object.
  • the method may further include : Identify the designated part according to the target measured object, and determine the measured value of the body temperature of the target measured object based on the thermal radiation energy of the identified designated part.
  • the technology of object detection or semantic segmentation can be used for recognition, and the position of the designated part on the body of the target measured object can also be identified according to the contour of the target measured object, so as to determine the thermal radiation energy distribution of the designated part Condition.
  • the infrared image may be preprocessed before object recognition is performed on the infrared image.
  • the preprocessing operations include but are not limited to at least one of the following: non-uniform correction, Time domain denoising, removal of dead pixels, removal of fixed pattern noise, temperature drift compensation, so as to obtain a clearer infrared image, which is convenient for measuring the body temperature of the target object.
  • At least one of the following processing can be performed on the pre-processed infrared image: contrast stretching and detail enhancement.
  • contrast stretching and detail enhancement In this way, an infrared image with stronger contrast and detail can be obtained, which is conducive to identifying the target object and has a better display effect.
  • object recognition is performed on the captured infrared images and visible light images;
  • the thermal radiation of the target measured object can determine the measured value of the object.
  • At least one of the following processing can also be performed on the visible light image: contrast stretching and detail enhancement.
  • contrast stretching and detail enhancement In this way, a visible light image with stronger contrast and detail can be obtained, which is conducive to identifying the target object and has a better display effect.
  • an infrared image including the reference object and the target object can be obtained, and the object detection and semantic segmentation technology can be used to perform object recognition.
  • the reference object and the target measured object, and then the body temperature of the reference object and the target measured object are measured based on the thermal radiation energy of the reference object and the target measured object, respectively.
  • the method further includes: outputting the corrected measured value of the body temperature of the target object. In this way, measurement personnel can obtain more intuitive temperature measurement data, which is convenient for inspection or judgment in practical applications.
  • the method further includes: outputting an infrared image of the target measured object. Since the infrared image uses different colors to represent different thermal radiation distribution ranges, the output of the infrared image allows the surveyor to more intuitively understand the thermal radiation distribution of the target object. It can be understood that it is also possible to combine the infrared image and the corrected measurement value of the body temperature of the target object to mark the corrected measurement value on the infrared image. If it is the temperature of the specified part of the target object, it can also be marked on the infrared image. The position or close position of the designated part of the target measured object on the infrared image makes the measured object data clearer and more intuitive.
  • FIG. 4 is a schematic flowchart of an infrared thermal imaging temperature measurement method according to an exemplary embodiment of the application. As shown in Figure 4, when detecting the temperature of passengers at the airport, the method includes the following steps 401 to 407:
  • Step 401 Use the environmental sensor to obtain a measurement value of the ambient temperature of a reference object at an airport detection location.
  • Step 402 Obtain an infrared image and a visible light image including the reference object by using the infrared sensor and the visible light sensor respectively, and perform object recognition based on the fusion of the infrared image and the visible light image, identify the reference object, and obtain the reference object based on the thermal radiation distribution of the reference object. The measured value of the body temperature.
  • Step 403 Obtain the distance measurement value of the reference object by using the distance sensor.
  • Step 404 Based on the relationship table of ambient temperature-distance-measuring distance-body temperature of the reference object, determine the measured value of the reference object at the ambient temperature and the distance from the distance sensor as the reference value of the body temperature under the measured distance.
  • Step 405 Determine the correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object.
  • Step 406 Obtain an infrared image and a visible light image including at least one passenger by using an infrared sensor and a visible light sensor, and perform object recognition based on the fusion of the infrared image and the visible light image, and identify the passenger and the passenger's forehead.
  • the thermal radiation distribution obtains the measured value of the passenger's body temperature.
  • Step 407 Correct the measured value of the passenger's body temperature based on the correction value.
  • Step 408 Mark the corrected measured value of the passenger's body temperature in the infrared image and output it to the display.
  • steps 401 to 405 for obtaining the parameters of the reference object may be adjusted, and the steps may also be executed at the same time.
  • the present application does not limit the execution of steps 401 to 405 in the order.
  • Step 406 can be executed after the above steps 401 to 405 are completed, or can be executed during the execution of steps 401 to 405, as long as the steps 401 to 405 and 406 do not affect each other.
  • step 406 can also be performed at the same time as step 402.
  • FIG. 5 is a structural block diagram of an electronic device shown in an exemplary embodiment of the application.
  • the electronic device 50 includes: an infrared thermal imaging temperature measuring device 510 and an ambient temperature sensor 520, wherein:
  • the environmental temperature sensor 520 is used to detect the measured value of the environmental temperature of the environment in which the reference object is located;
  • the infrared thermal imaging temperature measuring device 510 is used to obtain the measurement value of the environmental temperature from the environmental temperature sensor, and obtain the measurement value of the body temperature of the reference object; determine that the reference object is in the place based on a specified parameter
  • the reference value of the body temperature at the ambient temperature, the specified parameter includes the reference value of the reference object at different ambient temperatures; determining the difference between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object And correcting the measured value of the body temperature of the target object based on the correction value, wherein the target object and the reference object are in the same environment.
  • the electronic device further includes a distance sensor for detecting a distance measurement value of the reference object and a plurality of distance measurement values of the target object;
  • the specified parameter further includes a reference object The reference value of the body temperature of the reference object at different distances from the distance sensor;
  • the infrared thermal imaging temperature measurement device is also used to obtain the distance measurement value of the reference object from the distance sensor; determine the environmental temperature of the reference object and the distance from the distance measurement source based on the specified parameter The reference value of the body temperature when the distance is measured.
  • the reference object and the target object to be measured are at the same position.
  • the distance sensor is any one of the following: a laser distance measuring sensor, a lidar sensor, a TOF time-of-flight distance measuring sensor, an ultrasonic distance measuring sensor, and a terahertz distance measuring sensor.
  • the infrared thermal imaging temperature measurement device includes an infrared sensor and a processor
  • the infrared sensor is used to obtain a thermal radiation distribution image
  • the processor is configured to obtain the measurement value of the environmental temperature from the environmental temperature sensor, and perform object recognition on the thermal radiation distribution image, where the object is a reference object or a target measured object, based on the reference
  • the thermal radiation energy of the object can obtain the measured value of the body temperature of the reference object; the thermal radiation energy of the target object can obtain the measured value of the body temperature of the target object; the determination of the The reference value of the body temperature of the reference object at the ambient temperature; determining the correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object; and making the target based on the correction value
  • the measured value of the body temperature of the measured object is corrected.
  • the electronic device further includes a visible light sensor for acquiring a visible light image, and the visible light image includes the object;
  • the processor is further configured to obtain the visible light image from the visible light sensor, perform object recognition based on the thermal radiation distribution image and the visible light image, and recognize the object.
  • the method of object recognition includes at least one of the following: object detection and semantic segmentation.
  • the processor is further configured to perform at least one of the following pre-processing on the thermal radiation distribution image: non-uniformity correction, temporal denoising, dead pixel removal, fixed pattern noise removal, temperature Drift compensation.
  • the processor is further configured to perform at least one of the following processing on the pre-processed image: contrast stretching and detail enhancement.
  • the infrared sensor is any one of the following: a far infrared sensor, a near infrared sensor, a refrigerated infrared sensor, and an uncooled infrared sensor.
  • the reference object and the target measured object are objects of the same type.
  • the electronic device further includes a display device for displaying the thermal radiation distribution image and/or the visible light image.
  • the display device is also used to display the corrected measurement value of the body temperature of the target object.
  • the relevant part can refer to the part of the description of the method embodiment.
  • the device embodiments described above are merely illustrative.
  • the units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in One place, or it can be distributed to multiple network units.
  • Some or all of the modules can be selected according to actual needs to achieve the objectives of the solutions of the embodiments. Those of ordinary skill in the art can understand and implement without creative work.
  • Fig. 6 is a structural block diagram of an unmanned aerial vehicle shown in an exemplary embodiment of the application.
  • the drone 60 includes a body (not shown), an infrared sensor 610, an ambient temperature sensor 620, a memory 630, and a processor 640.
  • the infrared sensor 610, the ambient temperature sensor 620 and the processor 640 are respectively Connected, the memory 630 is connected to the processor 640.
  • the infrared sensor 610 is arranged on the fuselage to obtain a heat radiation distribution image
  • the environment sensor 620 is arranged on the body and is used to detect the measured value of the environment temperature of the environment in which the reference object is located;
  • the memory 630 and the processor 640 are arranged in the body, and the memory 630 stores a computer program that can run on the processor 440.
  • the processor 640 implements the following steps when executing the calculation program:
  • the measured value of the body temperature of the target measured object is corrected based on the corrected value, wherein the target measured object and the reference object are in the same environment.
  • the drone further includes a distance sensor for detecting the distance measurement value of the reference object;
  • the specified parameter further includes the reference object and the distance sensor at different distances.
  • the processor also implements the following steps when executing the program:
  • the reference object and the target object to be measured are at the same position.
  • the distance sensor is any one of the following: a laser distance measuring sensor, a lidar sensor, a TOF time-of-flight distance measuring sensor, an ultrasonic distance measuring sensor, and a terahertz distance measuring sensor.
  • the processor further implements the following steps when executing the program:
  • the measured value of the object is determined based on the thermal radiation energy of the identified object; wherein the object is the reference object or the target measured object.
  • the drone further includes a visible light sensor for acquiring a visible light image, and the visible light image includes the object;
  • the processor also implements the following steps when executing the program:
  • the visible light image is acquired from the visible light sensor, and the object is recognized based on the heat radiation distribution image and the visible light image, and the object is recognized.
  • the method of object recognition includes at least one of the following: object detection and semantic segmentation.
  • the processor further implements the following steps when executing the program:
  • At least one of the following preprocessing is performed on the thermal radiation distribution image: non-uniformity correction, time domain denoising, dead pixel removal, fixed pattern noise removal, temperature drift compensation.
  • the processor further implements the following steps when executing the program:
  • At least one of the following processing is performed on the preprocessed image: contrast stretching and detail enhancement.
  • the infrared sensor is any one of the following: a far infrared sensor, a near infrared sensor, a refrigerated infrared sensor, and an uncooled infrared sensor.
  • the reference object and the target measured object are objects of the same type.
  • the drone further includes a display for displaying the thermal radiation distribution image and/or the visible light image.
  • the display is also used to display the corrected measurement value of the body temperature of the target object.
  • the drone further includes a wireless communication module for establishing a communication connection with the remote controller.
  • the drone is used in conjunction with the remote control, and the drone and the remote control can establish a wireless communication connection.
  • the remote control is equipped with a display, and the drone can obtain the target measured object.
  • the infrared image and the corrected measured value of the target object’s body temperature are sent to the remote control, and the remote control is output to the display for display, so that the user can intuitively know the heat radiation distribution of the target object and the accuracy is high.
  • the measured value of the body temperature of the target measured object so that the user can make accurate judgments based on the data of the target measured object and take corresponding measures.
  • the user controls the drone to capture the reference object first and obtain the ambient temperature of the environment where the reference object is located through the remote control, and determine the reference object according to the specified parameters
  • the reference value of the body temperature at the ambient temperature, and the correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object is determined.
  • the user controls the flight path of the drone through the remote control.
  • flying within the range that can capture the infrared image of the mountain forest fire the user can return the infrared image of the fired mountain forest and the corrected mark according to the drone body.
  • the temperature measurement value of the mountain forest can intuitively and accurately determine the fire point based on the infrared image and temperature measurement value of the volcanic forest, so that effective fire extinguishing measures can be taken for the fire point.
  • the above-mentioned embodiments are the steps of the infrared thermal imaging temperature measurement method performed by the drone.
  • the drone may only be used for the measurement value of the ambient temperature of the reference object in the infrared thermal imaging temperature measurement method, the thermal radiation distribution image of the reference object, the thermal radiation distribution image of the target measured object, etc.
  • the parameter acquisition step, and the temperature measurement and correction steps of the infrared thermal imaging temperature measurement method can be performed by the remote controller that controls the drone.
  • Fig. 7 is a structural block diagram of a remote control shown in an exemplary embodiment of the application.
  • the remote controller 70 includes: a body (not shown), a remote control component 710, a display 720, a memory 730, a processor 740, and a wireless communication module 750, a remote control component 710, a display 720, a memory 730, and a wireless
  • the communication module 750 is connected to the processor 740 respectively. in:
  • the remote control component 710 is arranged on the body for triggering remote control commands
  • the display 720 is arranged on the body to display the received thermal radiation distribution image and temperature measurement value
  • the memory 730, the processor 740, and the wireless communication module 750 are disposed in the body, and the memory 730 stores a computer program that can run on the processor 740.
  • the processor 740 implements the following steps when executing the calculation program:
  • the measured value of the body temperature of the target measured object is corrected based on the corrected value, wherein the target measured object and the reference object are in the same environment.
  • FIG. 8A the UAV system 80 includes: a UAV 810 and a remote controller 820.
  • the drone 810 is communicatively connected with the remote controller 820.
  • Figure 8B where:
  • the drone 810 includes a fuselage (not shown), an infrared sensor 811, an ambient temperature sensor 812, a first memory 813, a first processor 814, and a first wireless communication module 815, an infrared sensor 811, an ambient temperature sensor 812, and a A wireless communication module 815 is respectively connected to the first processor 814, and the first memory 813 is connected to the first processor 814.
  • the remote control 820 includes a body (not shown), a remote control component 821, a display 822, a second memory 823, a second processor 824 and a second wireless communication module 825, a remote control component 821, a display 822, a second memory 723, and a second wireless communication module 825.
  • the two wireless communication modules 825 are connected to the second processor 824 respectively.
  • the infrared sensor 811 is arranged on the fuselage to obtain a heat radiation distribution image
  • the environment sensor 812 is arranged on the fuselage, and is used to detect the measured value of the environment temperature of the environment where the reference object is located;
  • the first memory 813, the first processor 814, and the first wireless communication module 815 are disposed in the body, and the first memory 813 stores a computer program that can be run on the first processor 814.
  • the first processor 814 implements the following steps when executing the calculation program:
  • the thermal radiation distribution image of the target object to be measured is sent to the remote controller.
  • the remote control component 821 is arranged on the body for triggering remote control commands
  • the display 822 is arranged on the body to display the received thermal radiation distribution image and temperature measurement value
  • the second memory 823, the second processor 824, and the second wireless communication module 825 are disposed in the body, and the second memory 823 stores a computer program that can run on the second processor 824.
  • the second processor 824 implements the following steps when executing the calculation program:
  • the measured value of the body temperature of the target measured object is corrected based on the corrected value, wherein the target measured object and the reference object are in the same environment.
  • the remote control that can execute the processing, it can also be a terminal device that communicates with the drone, such as a mobile phone, pad, or computer, to execute the processing.
  • This application also provides a computer-readable storage medium on which a computer program is stored, and when the program is executed by a processor, the following steps are implemented:
  • the measured value of the body temperature of the target measured object is corrected based on the corrected value, wherein the target measured object and the reference object are in the same environment.
  • the embodiments of the present application may adopt the form of a computer program product implemented on one or more readable media (including but not limited to disk storage, CD-ROM, optical storage, etc.) containing program codes.
  • Computer-usable readable media include permanent and non-permanent, removable and non-removable media, and information storage can be realized by any method or technology.
  • the information can be computer-readable instructions, data structures, program modules, or other data.
  • Examples of computer readable media include, but are not limited to: phase change memory (PRAM), static random access memory (SRAM), dynamic random access memory (DRAM), other types of random access memory (RAM), read-only Memory (ROM), erasable programmable read-only memory (EEPROM), flash memory or other memory technology, CD-ROM, digital versatile disc (DVD) or other optical storage, Magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices or any other non-transmission media can be used to store information that can be accessed by computing devices.
  • PRAM phase change memory
  • SRAM static random access memory
  • DRAM dynamic random access memory
  • RAM random access memory
  • ROM read-only Memory
  • EEPROM erasable programmable read-only memory
  • flash memory or other memory technology
  • CD-ROM compact disc
  • DVD digital versatile disc
  • Magnetic cassettes magnetic tape magnetic disk storage or other magnetic storage devices or any other non-transmission media can be used to store information that can be accessed by computing devices.

Abstract

An infrared thermal imaging temperature measurement method, an electronic device, an unmanned aerial vehicle and a storage medium. Said method comprises: acquiring a measured value of the ambient temperature of an environment where a reference object is located and a measured value of the body temperature of the reference object (101); determining a reference value of the body temperature of the reference object at the ambient temperature on the basis of specified parameters, the specified parameters comprising reference values of the reference object at different ambient temperatures (102); determining a correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object (103); and correcting a measured value of the body temperature of a target object to be measured on the basis of the correction value, the target object to be measured and the reference object being located in the same environment (104). Therefore, the present invention can improve the measurement accuracy and effectively reduce the cost, the temperature measurement device or system does not require complicated settings, and the correction process is simple to operate, and is convenient and fast.

Description

红外热成像测温方法、电子设备、无人机及存储介质Infrared thermal imaging temperature measurement method, electronic equipment, drone and storage medium 技术领域Technical field
本申请涉及红外热成像技术领域,尤其涉及一种红外热成像测温方法、电子设备、无人机及存储介质。This application relates to the field of infrared thermal imaging technology, and in particular to an infrared thermal imaging temperature measurement method, electronic equipment, drones and storage media.
背景技术Background technique
红外热成像技术运用光电技术可以检测到物体热辐射的红外线特定波段信号,并且,可以将该信号转换成可供人类视觉分辨的图像和图形,利用该图像和图形可以进一步计算出物体本体的温度值。由于红外热成像技术可以使得人们“看到”物体表面的温度分布情况,清晰直观,便于进行分析和判断,并且无需接触物体,因此,红外热成像技术逐渐应用于各种需要测量温度的应用场景中。Infrared thermal imaging technology uses photoelectric technology to detect the infrared specific band signal of the object's thermal radiation, and can convert the signal into images and graphics that can be visually distinguished by humans, and use the images and graphics to further calculate the temperature of the object body value. Since infrared thermal imaging technology can make people "see" the temperature distribution on the surface of an object, it is clear and intuitive, easy to analyze and judge, and does not need to touch the object. Therefore, infrared thermal imaging technology is gradually applied to various application scenarios that need to measure temperature. middle.
通常,红外热成像测温设备对待测物体进行温度测量时,由于外界环境各种影响因素,会导致测量精度降低。相关技术中,为了实现高精度的测量,则设置一个黑体用于测量温度之前进行标定,然而,利用黑体进行标定的红外热成像测温设备系统较为复杂,并且成本较高。Generally, when the infrared thermal imaging temperature measurement equipment measures the temperature of the object to be measured, the measurement accuracy will be reduced due to various influencing factors of the external environment. In the related art, in order to achieve high-precision measurement, a black body is provided for calibration before measuring the temperature. However, the infrared thermal imaging temperature measurement equipment system that uses the black body for calibration is more complicated and costly.
发明内容Summary of the invention
有鉴于此,本发明的目的之一是提供一种红外热成像测温方法、电子设备、无人机及存储介质。In view of this, one of the objectives of the present invention is to provide an infrared thermal imaging temperature measurement method, electronic equipment, drones and storage media.
根据本申请实施例的第一方面,提供一种红外热成像测温方法,所述方法包括:According to a first aspect of the embodiments of the present application, there is provided an infrared thermal imaging temperature measurement method, the method including:
获取参照物所处环境的环境温度的测量值以及所述参照物的本体温度的测量值;Acquiring the measured value of the ambient temperature of the environment in which the reference object is located and the measured value of the body temperature of the reference object;
基于指定参数确定所述参照物在所处环境温度下本体温度的参考值,所述指定参数包括不同环境温度下所述参照物的参考值;Determining the reference value of the body temperature of the reference object at the ambient temperature based on a designated parameter, the designated parameter including the reference value of the reference object at different ambient temperatures;
确定所述参照物的本体温度的测量值与所述参照物的本体温度的参考值之间 的修正值;Determining the correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object;
基于所述修正值对目标被测物的本体温度的测量值进行修正,其中,所述目标被测物与所述参照物处于同一环境内。The measured value of the body temperature of the target measured object is corrected based on the corrected value, wherein the target measured object and the reference object are in the same environment.
根据本申请实施例的第二方面,提供一种电子设备,包括红外热成像测温装置和环境温度传感器;According to a second aspect of the embodiments of the present application, there is provided an electronic device including an infrared thermal imaging temperature measurement device and an ambient temperature sensor;
所述环境温度传感器,用于检测参照物所处环境的环境温度的测量值;The environmental temperature sensor is used to detect the measured value of the environmental temperature of the environment where the reference object is located;
所述红外热成像测温装置,用于从所述环境温度传感器获取所述环境温度的测量值,以及获得所述参照物的本体温度的测量值;基于指定参数确定所述参照物在所处环境温度下本体温度的参考值,所述指定参数包括不同环境温度下所述参照物的参考值;确定所述参照物的本体温度的测量值与所述参照物的本体温度的参考值之间的修正值;以及基于所述修正值对目标被测物的本体温度的测量值进行修正,其中,所述目标被测物与所述参照物处于同一环境内。The infrared thermal imaging temperature measuring device is used to obtain the measurement value of the environmental temperature from the environmental temperature sensor, and obtain the measurement value of the body temperature of the reference object; determine where the reference object is located based on a specified parameter The reference value of the body temperature at ambient temperature, the specified parameter includes the reference value of the reference object at different ambient temperatures; determining the difference between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object And correcting the measured value of the body temperature of the target measured object based on the corrected value, wherein the target measured object and the reference object are in the same environment.
根据本申请实施例的第三方面,提供一种无人机,包括:According to a third aspect of the embodiments of the present application, a drone is provided, including:
机身;body;
红外传感器,设置于所述机身上,用于获得热辐射分布图像;An infrared sensor, which is arranged on the fuselage and is used to obtain a heat radiation distribution image;
环境温度传感器,设置于所述机身上,用于检测参照物所处环境的环境温度的测量值;An ambient temperature sensor, which is arranged on the body, and is used to detect the measured value of the ambient temperature of the environment in which the reference object is located;
存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,所述存储器和所述处理器设置于所述机身内;A memory, a processor, and a computer program that is stored on the memory and can run on the processor, the memory and the processor are arranged in the body;
所述红外传感器、所述环境温度传感器分别与所述处理器连接,所述存储器与所述处理器连接;The infrared sensor and the ambient temperature sensor are respectively connected to the processor, and the memory is connected to the processor;
所述处理器执行所述程序时实现以下步骤:The processor implements the following steps when executing the program:
获取参照物所处环境的环境温度的测量值以及所述参照物的本体温度的测量值;Acquiring the measured value of the ambient temperature of the environment in which the reference object is located and the measured value of the body temperature of the reference object;
基于指定参数确定与所述参照物在所处环境温度下本体温度的参考值,所述指定参数包括不同环境温度下所述参照物的参考值;Determining a reference value of the body temperature of the reference object at an ambient temperature based on a designated parameter, the designated parameter including the reference value of the reference object at different ambient temperatures;
确定所述参照物的本体温度的测量值与所述参照物的本体温度的参考值之间 的修正值;Determining the correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object;
基于所述修正值对目标被测物的本体温度的测量值进行修正,其中,所述目标被测物与所述参照物处于同一环境内。The measured value of the body temperature of the target measured object is corrected based on the corrected value, wherein the target measured object and the reference object are in the same environment.
根据本申请实施例的第四方面,提供一种计算机可读存储介质,其上存储有计算机程序,所述程序被处理器执行时实现以下步骤:According to a fourth aspect of the embodiments of the present application, there is provided a computer-readable storage medium on which a computer program is stored, and when the program is executed by a processor, the following steps are implemented:
获取参照物所处环境的环境温度的测量值以及所述参照物的本体温度的测量值;Acquiring the measured value of the ambient temperature of the environment in which the reference object is located and the measured value of the body temperature of the reference object;
基于指定参数确定与所述参照物在所处环境温度下本体温度的参考值,所述指定参数包括不同环境温度下所述参照物的参考值;Determining a reference value of the body temperature of the reference object at an ambient temperature based on a designated parameter, the designated parameter including the reference value of the reference object at different ambient temperatures;
确定所述参照物的本体温度的测量值与所述参照物的本体温度的参考值之间的修正值;Determining the correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object;
基于所述修正值对目标被测物的本体温度的测量值进行修正,其中,所述目标被测物与所述参照物处于同一环境内。The measured value of the body temperature of the target measured object is corrected based on the corrected value, wherein the target measured object and the reference object are in the same environment.
本申请的实施例提供的技术方案可以包括以下有益效果:The technical solutions provided by the embodiments of the present application may include the following beneficial effects:
本申请通过利用红外热成像技术获取参照物的本体温度的测量值,以及获取参照物所处于当前环境的环境温度的测量值,基于不同环境温度下参照物的本体温度的参考值的对应关系,确定该环境温度的测量值所对应的参照物的本体温度的参考值,从而得到参照物的本体温度的测量值与参考值之间的修正值,基于该修正值来修正利用红外热成像技术所获取目标被测物的本体温度的测量值,以提高测量精度。这样,与相关技术中采用黑体来修正温度测量值相比,本申请能够提高测量精度且有效降低成本,测温设备或者系统无需复杂设置,且修正过程操作简单,方便快捷。This application uses infrared thermal imaging technology to obtain the measured value of the body temperature of the reference object and the measured value of the ambient temperature of the current environment in which the reference object is located, based on the correspondence between the reference value of the body temperature of the reference object under different ambient temperatures, Determine the reference value of the body temperature of the reference object corresponding to the measured value of the ambient temperature, so as to obtain the correction value between the measured value of the body temperature of the reference object and the reference value. Obtain the measured value of the body temperature of the target object to improve the measurement accuracy. In this way, compared with the use of blackbody in the related art to correct the temperature measurement value, the present application can improve the measurement accuracy and effectively reduce the cost, the temperature measurement equipment or system does not require complicated settings, and the correction process is simple, convenient and quick to operate.
应当理解的是,以上的一般描述和后文的细节描述仅是示例性和解释性的,并不能限制本申请。It should be understood that the above general description and the following detailed description are only exemplary and explanatory, and cannot limit the application.
附图说明Description of the drawings
为了更清楚地说明本申请实施例中的技术方案,下面将对实施例描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本申请的一些实施 例,对于本领域普通技术人员来讲,在不付出创造性劳动性的前提下,还可以根据这些附图获得其他的附图。In order to more clearly describe the technical solutions in the embodiments of the present application, the following will briefly introduce the drawings that need to be used in the description of the embodiments. Obviously, the drawings in the following description are only some embodiments of the present application. For those of ordinary skill in the art, other drawings can be obtained from these drawings without creative labor.
图1为一示例性实施例示出的一种红外热成像测温方法的流程示意图。Fig. 1 is a schematic flowchart of an infrared thermal imaging temperature measurement method according to an exemplary embodiment.
图2为一示例性实施例示出的一种红外热成像测温方法的流程示意图。Fig. 2 is a schematic flowchart of an infrared thermal imaging temperature measurement method according to an exemplary embodiment.
图3为一示例性实施例示出的人体红外图像的示意图。Fig. 3 is a schematic diagram of an infrared image of a human body shown in an exemplary embodiment.
图4为一示例性实施例示出的一种红外热成像测温方法的流程示意图。Fig. 4 is a schematic flowchart of an infrared thermal imaging temperature measurement method according to an exemplary embodiment.
图5为一示例性实施例示出的一种电子设备的结构框图。Fig. 5 is a structural block diagram of an electronic device shown in an exemplary embodiment.
图6为一示例性实施例示出的一种无人机的结构框图。Fig. 6 is a structural block diagram of an unmanned aerial vehicle shown in an exemplary embodiment.
图7为一示例性实施例示出的一种遥控器的结构框图。Fig. 7 is a structural block diagram of a remote control shown in an exemplary embodiment.
图8A至8B为一示例性实施例示出的一种无人机系统的结构框图。8A to 8B are structural block diagrams of an unmanned aerial vehicle system shown in an exemplary embodiment.
具体实施方式Detailed ways
下面将结合本申请实施例中的附图,对本申请实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本申请一部分实施例,而不是全部的实施例。基于本申请中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本申请保护的范围。The technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, rather than all the embodiments. Based on the embodiments in this application, all other embodiments obtained by those of ordinary skill in the art without creative work shall fall within the protection scope of this application.
这里将详细地对示例性实施例进行说明,其示例表示在附图中。下面的描述涉及附图时,除非另有表示,不同附图中的相同数字表示相同或相似的要素。以下示例性实施例中所描述的实施方式并不代表与本申请相一致的所有实施方式。相反,它们仅是与如所附权利要求书中所详述的、本申请的一些方面相一致的装置和方法的例子。The exemplary embodiments will be described in detail here, and examples thereof are shown in the accompanying drawings. When the following description refers to the accompanying drawings, unless otherwise indicated, the same numbers in different drawings represent the same or similar elements. The implementation manners described in the following exemplary embodiments do not represent all implementation manners consistent with the present application. On the contrary, they are merely examples of devices and methods consistent with some aspects of the application as detailed in the appended claims.
在本申请使用的术语是仅仅出于描述特定实施例的目的,而非旨在限制本申请。在本申请和所附权利要求书中所使用的单数形式的“一种”、“所述”和“该”也旨在包括多数形式,除非上下文清楚地表示其他含义。还应当理解,本文中使用的术语“和/或”是指并包含一个或多个相关联的列出项目的任何或所有可能组合。除非另行指出,“前部”、“后部”、“下部”和/或“上部”等类似词语只是为了便于说明,而并非限于一个位置或者一种空间定向。“连接”或者“相连”等类似的词语并非限定于物理的或者机械的连接,而且可以包括电性的连接,不管是直接的还是间接的。 “多个”表示至少两个。The terms used in this application are only for the purpose of describing specific embodiments, and are not intended to limit the application. The singular forms of "a", "said" and "the" used in this application and the appended claims are also intended to include plural forms, unless the context clearly indicates other meanings. It should also be understood that the term "and/or" as used herein refers to and includes any or all possible combinations of one or more associated listed items. Unless otherwise indicated, similar words such as "front", "rear", "lower" and/or "upper" are only for convenience of description, and are not limited to one position or one spatial orientation. Similar words such as "connected" or "connected" are not limited to physical or mechanical connections, and may include electrical connections, whether direct or indirect. "Multiple" means at least two.
应当理解,尽管在本申请可能采用术语第一、第二、第三等来描述各种信息,但这些信息不应限于这些术语。这些术语仅用来将同一类型的信息彼此区分开。例如,在不脱离本申请范围的情况下,第一信息也可以被称为第二信息,类似地,第二信息也可以被称为第一信息。取决于语境,如在此所使用的词语“如果”可以被解释成为“在……时”或“当……时”或“响应于确定”。It should be understood that although the terms first, second, third, etc. may be used in this application to describe various information, the information should not be limited to these terms. These terms are only used to distinguish the same type of information from each other. For example, without departing from the scope of this application, the first information may also be referred to as second information, and similarly, the second information may also be referred to as first information. Depending on the context, the word "if" as used herein can be interpreted as "when" or "when" or "in response to determination".
下面结合附图,对本申请的红外热成像测温方法、电子设备、无人机及存储介质进行详细说明。在不冲突的情况下,下述的实施例及实施方式中的特征可以相互组合。In the following, the infrared thermal imaging temperature measurement method, electronic equipment, drone, and storage medium of the present application will be described in detail with reference to the accompanying drawings. In the case of no conflict, the following embodiments and features in the implementation can be combined with each other.
本申请的红外热成像测温方法,可以应用于利用红外热成像技术进行温度测量的设备,例如,红外热像仪、红外测温仪、具有红外热成像功能的无人机等等,也可以应用于可以根据获取的红外图像进行温度测量的设备,如计算机、智能手机、便携式电脑、平板电脑、PDA(Personal Digital Assistant,个人数字助理)等等,设备可以装载有根据获取的红外图像进行温度测量的应用程序或者软件。为了便于描述,下文以“测温设备”对本申请进行说明。其中,测量温度的对象可以是人体、动物等,也可以是其他物体、建筑、地理环境。实际应用场景可以是用于机场、车站、建筑门口安全检查时检测人体的温度,也可以是用于动物瘟疫发生时检测动物的温度,还可以用于电力巡检,或者探测机械设备、电气设备等是否发生短路故障,还可以是用于侦测建筑、山林等地方是否发生火灾,以及可以用于在火灾发生时探测火势蔓延的范围,等等。The infrared thermal imaging temperature measurement method of this application can be applied to equipment that uses infrared thermal imaging technology to perform temperature measurement, for example, infrared thermal imaging cameras, infrared thermometers, drones with infrared thermal imaging functions, etc., or It is applied to devices that can measure temperature based on the acquired infrared images, such as computers, smart phones, laptops, tablets, PDAs (Personal Digital Assistant, personal digital assistants), etc., and the devices can be loaded with temperature measurements based on the acquired infrared images The measurement application or software. For ease of description, the application will be described below as "temperature measuring equipment". Among them, the object of measuring temperature can be a human body, an animal, etc., or other objects, buildings, and geographic environments. The actual application scenario can be used to detect the temperature of the human body during the security inspection of airports, stations, and building entrances, or it can be used to detect the temperature of animals when an animal plague occurs, and can also be used for power inspections, or to detect mechanical equipment and electrical equipment It can also be used to detect whether a fire occurs in buildings, forests, etc., and can be used to detect the spread of fire when a fire occurs, and so on.
图1为本申请一示例性实施例示出的一种红外热成像测温方法的流程示意图。如图1所示,该红外热成像测温方法包括步骤101至104:Fig. 1 is a schematic flowchart of an infrared thermal imaging temperature measurement method according to an exemplary embodiment of the application. As shown in Figure 1, the infrared thermal imaging temperature measurement method includes steps 101 to 104:
步骤101,获取参照物所处环境的环境温度的测量值以及所述参照物的本体温度的测量值。Step 101: Obtain a measurement value of the ambient temperature of the environment in which a reference object is located and a measurement value of the body temperature of the reference object.
本步骤中,参照物是指用于标定测温设备的测量精度的物体,参照物可以是技术开发人员预先设定好的,本体温度可以是指参照物本体表面的温度,参照物的本体温度的测量值是利用红外热成像技术测量得到的。在一种可能的实施方式中,可以利用红外传感器接收参照物热辐射的红外信号,将红外信号转换成红外图像,该红外图像可以体现参照物的热辐射分布,测温设备则可以根据参照物的热辐射分布来获得参 照物的本体温度的测量值。例如,根据物体的热辐射能与温度的映射函数得到物体的具体温度值。获取红外信号的红外传感器可以是远红外传感器、近红外传感器、制冷红外传感器、非制冷红外传感器等任意一种,可以根据具体的测温应用场景进行调整,本申请不作具体的限定。In this step, the reference object refers to the object used to calibrate the measurement accuracy of the temperature measuring equipment, the reference object can be preset by the technical developer, the body temperature can refer to the temperature of the body surface of the reference object, and the body temperature of the reference object The measured value of is measured using infrared thermal imaging technology. In a possible implementation, an infrared sensor can be used to receive the infrared signal of the thermal radiation of the reference object, and convert the infrared signal into an infrared image. The infrared image can reflect the thermal radiation distribution of the reference object. The heat radiation distribution is used to obtain the measured value of the body temperature of the reference object. For example, the specific temperature value of the object is obtained according to the mapping function of the heat radiation energy of the object and the temperature. The infrared sensor that obtains the infrared signal can be any one of a far infrared sensor, a near infrared sensor, a refrigerated infrared sensor, an uncooled infrared sensor, etc., which can be adjusted according to specific temperature measurement application scenarios, and this application does not specifically limit it.
参照物所处环境是指参照物当前所在环境的温度,在一种可能的实施方式中,可以利用环境温度传感器来测量得到环境温度的测量值。The environment where the reference object is located refers to the temperature of the environment where the reference object is currently located. In a possible implementation manner, an environment temperature sensor may be used to measure the measured value of the environment temperature.
步骤102,基于指定参数确定所述参照物在所处环境温度下本体温度的参考值,所述指定参数包括不同环境温度下所述参照物的参考值。Step 102: Determine a reference value of the body temperature of the reference object at an ambient temperature based on a designated parameter, the designated parameter including the reference value of the reference object at different ambient temperatures.
本步骤中,指定参数可以用于标定测温设备的测量精度,包括不同环境温度下参照物的本体温度的参考值,即不同的环境温度对应有不同的参照物的本体温度的参考值,或者说,参照物的本体温度与其所处环境的环境温度具有对应关系。将获取到的参照物所处环境的环境温度的测量值,通过指定参数确定该环境温度的测量值所对应的参照物的本体温度的参考值。应该理解的是,指定参数还可以包括其他参数,并不仅仅包括不同环境温度下参照物的本体温度的参考值。In this step, the specified parameters can be used to calibrate the measurement accuracy of the temperature measuring equipment, including the reference value of the body temperature of the reference object under different ambient temperatures, that is, the reference value of the body temperature of the reference object corresponding to different ambient temperatures, or In other words, the body temperature of the reference object has a corresponding relationship with the ambient temperature of its environment. The acquired measurement value of the ambient temperature of the environment in which the reference object is located is used to determine the reference value of the body temperature of the reference object corresponding to the measurement value of the environmental temperature through a specified parameter. It should be understood that the designated parameter may also include other parameters, not only the reference value of the body temperature of the reference object under different ambient temperatures.
参照物的本体温度的参考值,可以通过其他测温技术测量获得,应该理解,其他测温技术的测量精度比通过红外热成像技术的测量精度较高,这样,参考值才存在参考价值,用于标定利用红外热成像技术测温的设备的测量精度,以提高测量精度。其他测温技术可以是利用热敏电阻、热电偶、光纤等测温的技术,本申请不作具体的限定。The reference value of the body temperature of the reference object can be measured by other temperature measurement techniques. It should be understood that the measurement accuracy of other temperature measurement techniques is higher than that of infrared thermal imaging technology. In this way, the reference value has reference value. To calibrate the measurement accuracy of equipment that uses infrared thermal imaging technology to measure temperature to improve measurement accuracy. Other temperature measurement technologies can be temperature measurement technologies using thermistors, thermocouples, optical fibers, etc., which are not specifically limited in this application.
在一种可能的实施方式中,指定参数可以以列表的方式存储于测温设备的本地存储空间,列表中包括参照物在不同环境温度下其本体温度的参考值,当测温设备获取到参照物所处环境的环境温度的测量值时,可以查询列表确定参照物在该环境温度下的本体温度的参考值。在另一种可能的实施方式中,指定参数可以存储于一服务器或者云存储中心,测温设备可以具有通信功能,通过请求访问服务器或者云存储中心,获取参照物所处环境的环境温度的测量值所对应的参照物的本体温度的参考值。In a possible implementation, the specified parameters can be stored in the local storage space of the temperature measuring device in a list, and the list includes the reference value of the body temperature of the reference object at different ambient temperatures. When the temperature measuring device obtains the reference When measuring the environmental temperature of the environment where the object is located, you can query the list to determine the reference value of the body temperature of the reference object at the environmental temperature. In another possible implementation manner, the specified parameters may be stored in a server or cloud storage center, and the temperature measuring device may have a communication function. By requesting access to the server or cloud storage center, the measurement of the ambient temperature of the environment in which the reference object is located can be obtained. The reference value of the body temperature of the reference object corresponding to the value.
步骤103,确定所述参照物的本体温度的测量值与所述参照物的本体温度的参考值之间的修正值。Step 103: Determine a correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object.
本步骤中,基于指定参数得到在该环境温度的测量值下所对应的参照物的本体温度的参考值,与测温设备利用红外热成像技术测量得到的参照物的本体温度的测量 值进行比较或者计算,可以得到一个修正值。In this step, the reference value of the body temperature of the reference object corresponding to the measured value of the ambient temperature is obtained based on the specified parameter, and the reference value of the body temperature of the reference object measured by the temperature measuring device using infrared thermal imaging technology is compared with the measured value of the body temperature of the reference object. Or by calculation, a correction value can be obtained.
在一种可能的实施方式中,修正值可以是参照物的本体温度的测量值与参照物的本体温度的参考值之间的差值。例如,在环境温度为25摄氏度的环境下,参照物的本体温度的参考值为35.53摄氏度,测温设备根据参照物的热辐射分布测量到的测量值为35.75摄氏度,即修正值为0.22摄氏度。应该理解的是,温标单位可以是摄氏度,也可以是华氏度,可以根据不同国家或者地区的使用习惯进行调整,本申请不作具体的限定。In a possible implementation, the correction value may be the difference between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object. For example, in an environment with an ambient temperature of 25 degrees Celsius, the reference value of the body temperature of the reference object is 35.53 degrees Celsius, and the measured value measured by the temperature measuring device according to the heat radiation distribution of the reference object is 35.75 degrees Celsius, that is, the correction value is 0.22 degrees Celsius. It should be understood that the temperature scale unit can be Celsius or Fahrenheit, and can be adjusted according to the usage habits of different countries or regions, which is not specifically limited in this application.
在另一种可能的实施方式中,修正值可以是利用基于温度参考基准的修正函数得到,例如,参照物的本体温度测量值为T,参照物的本体温度的参考值为T0,修正值为D,有公式D=F(T0-T),其中,F为基于温度参考基准的修正函数。In another possible implementation, the correction value may be obtained by using a correction function based on a temperature reference standard. For example, the body temperature of the reference object is measured as T, the reference value of the body temperature of the reference object is T0, and the correction value is D, there is a formula D=F(T0-T), where F is a correction function based on a temperature reference.
步骤104,基于所述修正值对目标被测物的本体温度的测量值进行修正,其中,所述目标被测物与所述参照物处于同一环境内。Step 104: Correct the measured value of the body temperature of the target measured object based on the correction value, wherein the target measured object and the reference object are in the same environment.
本步骤中,基于所确定的修正值可以对测温设备所测量到的目标被测物的本体温度的测量值进行修正,以消除环境温度给红外热成像测温所带来的误差,修正后的目标被测物的本体温度更为准确。可以理解,目标被测物与参照物处于同一环境内,保证所处的环境的环境温度相同,这样,根据指定参数确定参照物的本体温度测量值与参考值之间的修正值才具有参考意义。In this step, based on the determined correction value, the measured value of the body temperature of the target object measured by the temperature measurement device can be corrected to eliminate the error caused by the ambient temperature in the infrared thermal imaging temperature measurement. The body temperature of the target measured object is more accurate. It can be understood that the target measured object and the reference object are in the same environment, and the ambient temperature of the environment is the same. In this way, the correction value between the body temperature measurement value of the reference object and the reference value is determined according to the specified parameters. .
关于参照物和目标被测物的本体温度的测量顺序,在一种可能的实施方式中,测温设备可以同时对参照物与目标被测物进行测量。如果目标被测物不止一个,可以在测量第一个目标被测物时同时测量参照物,以尽快完成测温设备的精度的标定;也可以在测量每一个目标被测物时均同时测量参照物,这样,可以每次都确定修正值,如修正值有变化,则同时检测的目标被测物根据变化后的修正值进行修正。在另一种可能的实施方式中,测温设备可以先测量参照物,再测量目标被测物。例如,可以将目标被测物设置在与参照物测量时的同一位置进行测量。Regarding the measurement sequence of the body temperature of the reference object and the target object, in a possible implementation, the temperature measuring device can measure the reference object and the target object at the same time. If there is more than one target measured object, you can measure the reference object at the same time when measuring the first target measured object to complete the accuracy calibration of the temperature measuring equipment as soon as possible; you can also measure the reference object at the same time when measuring each target measured object. In this way, the correction value can be determined every time. If the correction value changes, the target object to be detected at the same time will be corrected according to the changed correction value. In another possible implementation manner, the temperature measuring device may first measure the reference object, and then measure the target object to be measured. For example, you can set the target object to be measured at the same position as the reference object.
需要说明的是,关于参照物的本体温度的测量次数,可以根据实际的应用场景需求进行调整。例如,在较短时间内进行测温工作的应用场景中,可以只测量一次参照物的本体温度,以及测量一次参照物所处环境的环境温度来确定修正值;又如,在较长时间内进行测温工作的应用场景中,可以多次测量参照物的本体温度,如果涉及环境温度变化大的情况,还需同步测量参照物所处环境的环境温度,以更新修正值。It should be noted that the number of measurements of the body temperature of the reference object can be adjusted according to actual application scenarios. For example, in an application scenario where temperature measurement is performed in a relatively short time, the body temperature of the reference object can be measured only once, and the ambient temperature of the environment where the reference object is located can be measured once to determine the correction value; another example, in a long time In the application scenario of temperature measurement, the body temperature of the reference object can be measured multiple times. If the environment temperature changes greatly, the environment temperature of the environment where the reference object is located needs to be measured simultaneously to update the correction value.
目标被测物是指测温设备测量温度的目标对象,目标被测物可以根据应用场景的需求确定,通常地,在一个具体的应用场景中,目标被测物为一个类别的物体,例如,测温设备用于机场、车站、建筑门口的安全检查时,目标被测物为人体;又如,测温设备用于动物瘟疫的检查时,目标被测物为引起瘟疫的一类或者多类动物,比如猪瘟,目标被测物为猪;又如,测温设备用于侦测山林是否发生火灾,目标被测物为地域范围内的山峰、树林。又如,测温设备用于进行电力巡检,则目标被测物可以是电塔,或者电塔上的绝缘子、变压器、导线、杆塔等等。The target measured object refers to the target object of the temperature measuring device to measure the temperature. The target measured object can be determined according to the requirements of the application scenario. Generally, in a specific application scenario, the target measured object is a category of objects, for example, When the temperature measuring equipment is used for the safety inspection of airports, stations, and building entrances, the target object is the human body; another example, when the temperature measuring equipment is used for the inspection of animal plague, the target object is one or more types that cause the plague For animals, such as swine fever, the target test object is a pig; another example, a temperature measuring device is used to detect whether a fire occurs in a mountain forest, and the target test object is a mountain peak or forest within a region. For another example, if the temperature measuring equipment is used for power inspection, the target object to be measured can be an electric tower, or insulators, transformers, wires, poles, etc. on the electric tower.
本实施例中,参照物可以是一个或多个,针对不同的参照物,可以预先记录各个参照物在不同环境温度下的本体温度的参考值。在实际测量目标被测物的温度时,可以随机或者按照预设顺序从多个参照物中选择一个或多个参照物,获取选中的参照物的本体温度的参考值,结合选择的参照物的本体温度的实际测量值来确定温度修正值。若选择的参照物包括多个,可以依次计算每个参照物的修正值,再进行均值计算得到最终的修正值。In this embodiment, the reference object may be one or more. For different reference objects, the reference value of the body temperature of each reference object at different ambient temperatures may be recorded in advance. When actually measuring the temperature of the target object, one or more reference objects can be selected from multiple reference objects randomly or in a preset order, and the reference value of the selected reference object's body temperature can be obtained, combined with the selected reference object The actual measurement value of the body temperature is used to determine the temperature correction value. If the selected reference object includes more than one reference object, the correction value of each reference object can be calculated in turn, and then the average value can be calculated to obtain the final correction value.
本实施例中,测温设备可以预先存储参照物的本体温度的参考值,在实际测量目标被测物的温度时,可以获取参照物的温度测量值,结合该参照物的参考值计算得到该参照物的温度修正值,基于该修正值来修正利用红外热成像技术所获取目标被测物的本体温度的测量值,以提高测量精度。In this embodiment, the temperature measurement device can pre-store the reference value of the body temperature of the reference object. When actually measuring the temperature of the target object, the temperature measurement value of the reference object can be obtained, and the reference value of the reference object can be combined to calculate the reference value. The temperature correction value of the reference object is used to correct the measured value of the body temperature of the target measured object obtained by infrared thermal imaging technology based on the correction value, so as to improve the measurement accuracy.
上述实施例通过利用红外热成像技术获取参照物的本体温度的测量值,以及获取参照物所处于当前环境的环境温度的测量值,基于不同环境温度下参照物的本体温度的参考值的对应关系,确定该环境温度的测量值所对应的参照物的本体温度的参考值,从而得到参照物的本体温度的测量值与参考值之间的修正值,基于该修正值来修正利用红外热成像技术所获取目标被测物的本体温度的测量值,以提高测量精度。这样,与相关技术中采用黑体来修正温度测量值相比,本申请能够提高测量精度且有效降低成本,测温设备或者系统无需复杂设置,且修正过程操作简单,方便快捷。The above embodiment obtains the measured value of the body temperature of the reference object by using infrared thermal imaging technology, and acquires the measured value of the ambient temperature of the current environment in which the reference object is located, based on the correspondence between the reference value of the body temperature of the reference object under different ambient temperatures , To determine the reference value of the body temperature of the reference object corresponding to the measured value of the ambient temperature, so as to obtain the correction value between the measured value of the body temperature of the reference object and the reference value, based on the correction value to correct the use of infrared thermal imaging technology Obtain the measured value of the body temperature of the target object to improve the measurement accuracy. In this way, compared with the use of black bodies in the related art to correct the temperature measurement value, the present application can improve the measurement accuracy and effectively reduce the cost, the temperature measurement device or system does not require complicated settings, and the correction process is simple, convenient and quick to operate.
为了提高测温设备标定的精度,上述的指定参数还可以包括更多其他的参数。图2为本申请一示例性实施例示出的一种红外热成像测温方法的流程示意图。如图2所示,该红外热成像测温方法包括步骤201至204:In order to improve the calibration accuracy of the temperature measuring equipment, the above-mentioned specified parameters can also include more other parameters. Fig. 2 is a schematic flowchart of an infrared thermal imaging temperature measurement method according to an exemplary embodiment of the application. As shown in Figure 2, the infrared thermal imaging temperature measurement method includes steps 201 to 204:
步骤201,获取参照物所处环境的环境温度的测量值、所述参照物与测距源的距离测量值以及所述参照物的本体温度的测量值。Step 201: Obtain a measurement value of the environmental temperature of the environment in which a reference object is located, a measurement value of the distance between the reference object and the distance measuring source, and a measurement value of the body temperature of the reference object.
本步骤中,还获取参照物与测距源之间的距离测量值,测距源可以是距离传感器,利用距离传感器测量参照物与距离传感器之间的距离。在一种可能的实施方式中,距离传感器可以是激光测距传感器、激光雷达传感器、TOF(Time of Flight)飞行时间测距传感器、超声测距传感器、太赫兹测距传感器等任意一种,可以根据具体的测温应用场景、对测量距程的需求进行调整,本申请不作具体的限定。In this step, the distance measurement value between the reference object and the distance measurement source is also obtained. The distance measurement source may be a distance sensor, and the distance sensor is used to measure the distance between the reference object and the distance sensor. In a possible implementation manner, the distance sensor can be any of a laser ranging sensor, a lidar sensor, a TOF (Time of Flight) time of flight ranging sensor, an ultrasonic ranging sensor, a terahertz ranging sensor, etc. According to the specific temperature measurement application scenarios and the requirements of the measurement range, this application does not make specific restrictions.
距离传感器除了测量参照物的距离,还可以用于探测目标被测物的距离。在一种可能的实施方式中,当距离传感器探测到目标被测物的距离与参照物的距离测量值相同时,获取该距离下目标被测物的本体温度测量值。在另一种可能的实施方式中,在目标被测物处于参照物测量时的位置时,获取目标被测物的本体温度测量值。In addition to measuring the distance of the reference object, the distance sensor can also be used to detect the distance of the target measured object. In a possible implementation, when the distance sensor detects that the distance of the target measured object is the same as the measured value of the distance of the reference object, the measured value of the body temperature of the target measured object at the distance is acquired. In another possible implementation manner, the body temperature measurement value of the target object is acquired when the target object is at the position when the reference object is measured.
本步骤的获取参照物所处环境的环境温度的测量值和参照物的本体温度的测量值的相关实施方式与图1所示实施例的步骤101的相关实施方式相同,在此不再赘述。The related implementation manner of obtaining the measured value of the ambient temperature of the environment in which the reference object is located and the measured value of the body temperature of the reference object in this step is the same as the related implementation manner of step 101 of the embodiment shown in FIG. 1, and will not be repeated here.
步骤202,基于所述指定参数确定所述参照物在所处环境温度和距离所述测距源所述距离测量值时本体温度的参考值,所述指定参数包括参照物在不同环境温度、与测距源在不同距离下所述参照物的本体温度的参考值。Step 202: Determine, based on the specified parameter, the reference value of the body temperature of the reference object at the ambient temperature and the distance measurement value from the distance measuring source. The specified parameter includes the reference object at different environmental temperatures, and The reference value of the body temperature of the reference object at different distances from the ranging source.
本步骤中,指定参数包括参照物在不同环境温度、与测距源在不同距离下的本体温度的参考值,即不同的环境温度、不同的测距距离对应有不同的参照物的本体温度的参考值,或者说,该对应关系为:环境温度-测距距离-参照物的本体温度。In this step, the specified parameters include the reference value of the body temperature of the reference object at different ambient temperatures and at different distances from the ranging source, that is, different ambient temperatures and different ranging distances correspond to the body temperature of the reference object. The reference value, in other words, the corresponding relationship is: ambient temperature-ranging distance-body temperature of the reference object.
步骤203,确定所述参照物的本体温度的测量值与所述参照物的本体温度的参考值之间的修正值。Step 203: Determine a correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object.
步骤204,基于所述修正值对目标被测物的本体温度的测量值进行修正,其中,所述目标被测物与所述参照物处于同一环境内。Step 204: Correct the measured value of the body temperature of the target measured object based on the corrected value, wherein the target measured object and the reference object are in the same environment.
步骤203至204同上述步骤103至104中相关技术相同,在此不再赘述。 Steps 203 to 204 are the same as the related technologies in the above steps 103 to 104, and will not be repeated here.
图2所示实施例基于不同环境温度、与测距源不同距离下参照物的本体温度的参考值的对应关系,确定该环境温度的测量值与距离测量值所对应的参照物的本体温度的参考值,从而得到参照物的本体温度的测量值与参考值之间的修正值,基于该修正值来修正利用红外热成像技术所获取目标被测物的本体温度的测量值,以进一步地提高测量精度。The embodiment shown in FIG. 2 determines the relationship between the measured value of the ambient temperature and the body temperature of the reference object corresponding to the measured value of distance based on the correspondence between the reference value of the body temperature of the reference object under different ambient temperatures and different distances from the distance measuring source The reference value is used to obtain the correction value between the measured value of the body temperature of the reference object and the reference value. Based on the correction value, the measured value of the body temperature of the target measured object acquired by infrared thermal imaging technology is corrected to further improve measurement accuracy.
关于参照物和目标被测物,参照物和目标被测物可以是不同类别的物体,也可 以是同一类别的物体。在参照物和目标被测物为同一类别的物体的情况下,参照物也可以同时是目标被测物,在一种可能的实施方式中,将第一个被测量的目标被测物设定为参照物。Regarding the reference object and the target measured object, the reference object and the target measured object can be different types of objects, or they can be objects of the same type. In the case that the reference object and the target measured object are objects of the same type, the reference object can also be the target measured object at the same time. In a possible implementation manner, the first measured object to be measured is set For reference.
为了减小环境对参照物的影响,在一示例性实施例中,可以选用恒温物体作为参照物,恒温物体可以在环境温度变化的情况下保持其本体温度相对稳定,受环境温度变化的影响较小,本体温度不会出现大幅度的温度变化,或者说,本体温度相对稳定。应该理解的是,相对稳定并不等同于绝对稳定,由于热传递,恒温物体在不同环境温度下其本体温度存在变化,只是该变化相对较小。在一示例性实施例中,恒温物体可以是恒温动物。如上述提及的例子中利用人体、猪等恒温动物作为参照物。那么,指定参数中参照物在不同环境温度下的本体温度的各参考值之间的差异较小,通常体现各参考值在特定温度范围内。In order to reduce the influence of the environment on the reference object, in an exemplary embodiment, a thermostatic object can be selected as the reference object. The thermostatic object can maintain its body temperature relatively stable under the condition of environmental temperature changes, and is more affected by environmental temperature changes. Small, the body temperature will not have a large temperature change, or in other words, the body temperature is relatively stable. It should be understood that relative stability is not the same as absolute stability. Due to heat transfer, the body temperature of a thermostatic object changes under different ambient temperatures, but the change is relatively small. In an exemplary embodiment, the thermostatic object may be a thermostatic animal. As in the above-mentioned examples, warm-blooded animals such as humans and pigs are used as reference objects. Then, the difference between the reference values of the body temperature of the reference object at different ambient temperatures in the specified parameters is small, which usually reflects that the reference values are within a specific temperature range.
应该理解的是,当采用人体等恒温动物作为参照物时,选用处于正常温度范围内的人体作为参照物,避免选用处于高烧、病变状态等特例的人体作为参照物获取测量值,以避免影响测温设备的标定。It should be understood that when the human body and other warm-blooded animals are used as the reference object, the human body within the normal temperature range should be used as the reference object, and the human body in special cases such as high fever and diseased state should be avoided as the reference object to obtain the measurement value, so as to avoid affecting the measurement. Calibration of temperature equipment.
在一示例性实施例中,也可以选用变温物体作为参照物,那么,指定参数中参照物在不同环境温度下的本体温度的各参考值之间的差异较大。In an exemplary embodiment, a temperature-changing object may also be selected as the reference object. Then, the difference between the reference values of the body temperature of the reference object at different ambient temperatures in the specified parameter is relatively large.
在一示例性实施例中,如果选用的参照物为结构单一的物体,参照物的本体温度为参照物整体结构的温度。In an exemplary embodiment, if the selected reference object is an object with a single structure, the body temperature of the reference object is the temperature of the overall structure of the reference object.
在另一示例性实施例中,如果选用的参照物为结构较为复杂的物体,并且,可能存在物体的各个部位所发射的热辐射能不完全相同的情况,可以选用参照物的某个部位的局部温度来代表参照物的本体温度,即照物的本体温度可以为参照物的指定部位的温度,当测温设备对参照物进行测量时,只需测量指定部位的温度值即可。In another exemplary embodiment, if the selected reference object is an object with a more complex structure, and there may be cases where the thermal radiation energy emitted by each part of the object is not completely the same, you can select a certain part of the reference object. The local temperature represents the body temperature of the reference object, that is, the body temperature of the illuminated object can be the temperature of the specified part of the reference object. When the temperature measuring equipment measures the reference object, it only needs to measure the temperature of the specified part.
以参照物为恒温动物为例子,参照物的指定部位可以是恒温动物的指定器官、例如:眼睛、耳朵、皮肤等。参照物的指定部位也可以是恒温动物的身体指定部位,例如,额头、脸部、手部、脖颈等。Taking the reference object as a warm-blooded animal as an example, the designated part of the reference object may be a designated organ of the warm-blooded animal, such as eyes, ears, and skin. The designated part of the reference object may also be a designated part of the body of the warm-blooded animal, for example, the forehead, face, hands, neck, etc.
以参照物为人体为例,图3为本申请一示例性实施例示出的人体红外图像示意图。红外图像通过采集物体的红外信号并将红外信号转换为伪彩色热图,图像采用不同的颜色来表示物体不同程度的热辐射,如图3所示,图3虽然是一张进行过灰度处理的红外图像的示意图,但仍可以体现出红外图像利用不同的颜色(图3表现为不同 的灰度)来表示物体各部位不同程度的热辐射分布,以图3左侧的人体为例,该人体的额头部位301、鼻子部位302、嘴巴部位303、脖颈部位304、躯干部位305具有不同的灰度,即上述的各个部位的热辐射程度有所不同。可见,人体的不同部位(如头部、头发、躯干、肢体等)发射的热辐射不同,所测量到的温度值也会不同,并且,当人体的躯干、四肢覆盖有衣物,也会影响相应的部位所发射的热辐射能,物体被遮挡的部位的红外图像也不能准确呈现出相关部位实际所发射的热辐射能。因此,为了提高测温设备标定的准确性,可以选用参照物的指定部位的温度来表示参照物的本体温度,例如,选用人体的额头的温度来作为参照物的本体温度。Taking the human body as the reference object as an example, FIG. 3 is a schematic diagram of an infrared image of the human body shown in an exemplary embodiment of the application. The infrared image collects the infrared signal of the object and converts the infrared signal into a pseudo-color heat map. The image uses different colors to represent the different degrees of thermal radiation of the object, as shown in Figure 3, although Figure 3 is a sheet that has undergone gray-scale processing. The schematic diagram of the infrared image, but it can still show that the infrared image uses different colors (shown as different grayscales in Figure 3) to represent the different degrees of heat radiation distribution in various parts of the object. Take the human body on the left side of Figure 3 as an example. The forehead part 301, the nose part 302, the mouth part 303, the neck part 304, and the trunk part 305 of the human body have different gray levels, that is, the degree of heat radiation of each part mentioned above is different. It can be seen that different parts of the human body (such as head, hair, torso, limbs, etc.) emit different thermal radiation, and the measured temperature values will also be different. Moreover, when the body’s torso and limbs are covered with clothing, it will also affect the corresponding The thermal radiant energy emitted by the part, and the infrared image of the part where the object is blocked cannot accurately show the thermal radiant energy actually emitted by the relevant part. Therefore, in order to improve the calibration accuracy of the temperature measuring device, the temperature of the designated part of the reference object can be selected to represent the body temperature of the reference object, for example, the temperature of the forehead of the human body is selected as the body temperature of the reference object.
同理,目标被测物的本体温度也可以用目标被测物的指定部位的温度来表示,在此不再赘述。In the same way, the body temperature of the target measured object can also be expressed by the temperature of the designated part of the target measured object, which will not be repeated here.
通常地,红外图像所呈现的并不仅仅包括参照物的热辐射分布情况,还可能包括其他物体或者背景的热辐射分布情况。为了提高获取参照物的本体温度的测量值的准确性,在一示例性实施例中,所述获取所述参照物的本体温度的测量值的步骤包括:对所拍摄的红外图像进行物体识别;基于所识别出的参照物的热辐射能确定物体的测量值。Generally, the infrared image presents not only the heat radiation distribution of the reference object, but may also include the heat radiation distribution of other objects or the background. In order to improve the accuracy of acquiring the measured value of the body temperature of the reference object, in an exemplary embodiment, the step of acquiring the measured value of the body temperature of the reference object includes: performing object recognition on the captured infrared image; The measured value of the object is determined based on the thermal radiation energy of the identified reference object.
本实施例中,可以利用摄像单元结合红外传感器拍摄获取红外图像,红外图像中包括参照物,对红外图像进行识别,以确定参照物的热辐射能分布,从而根据参照物的热辐射能确定参照物的本体温度的测量值。在一种可能的实施方式中,可以利用物体检测技术对红外图像进行识别,识别出红外图像中的参照物。在另一种可能的实施方式中,也可以利用语义分割技术对红外图像进行识别,根据语义分析处红外图像中的参照物。In this embodiment, a camera unit combined with an infrared sensor can be used to capture infrared images. The infrared image includes a reference object, and the infrared image is identified to determine the thermal radiation energy distribution of the reference object, so as to determine the reference based on the thermal radiation energy of the reference object. The measured value of the body temperature of the object. In a possible implementation manner, an object detection technology can be used to identify the infrared image, and the reference object in the infrared image can be identified. In another possible implementation manner, the semantic segmentation technology can also be used to recognize the infrared image, and the reference object in the infrared image can be analyzed according to the semantic analysis.
在一种可能的实施方式中,如果选用参照物指定部位的温度代表参照物的本体温度,在对红外图像进行物体识别,识别出参照物后,所述方法还可以包括:根据参照物识别出指定部位,基于所识别出的指定部位的热辐射能确定物体的测量值。In a possible implementation, if the temperature of a designated part of the reference object is selected to represent the body temperature of the reference object, after object recognition is performed on the infrared image and the reference object is recognized, the method may further include: recognizing according to the reference object Designated part, the measured value of the object is determined based on the recognized thermal radiation energy of the designated part.
关于指定部位的识别,可以利用物体检测或者语义分割的技术进行识别,也可以根据参照物的轮廓识别出指定部位参照物本体上的位置,从而确定指定部位的热辐射能的分布情况。Regarding the identification of the designated part, the technology of object detection or semantic segmentation can be used for recognition, or the position of the designated part on the body of the reference object can be identified according to the outline of the reference object, so as to determine the distribution of thermal radiation energy of the designated part.
为了提高测温的准确性,在一示例性实施例中,在对红外图像进行物体识别之前,可以对红外图像进行预处理,预处理的操作包括但不限于以下至少一种:非均匀 矫正、时域去噪、去除坏点、去除固定模式噪声、温度漂移补偿,以使获得较为清晰的红外图像,便于测量参照物的本体温度。In order to improve the accuracy of temperature measurement, in an exemplary embodiment, the infrared image may be preprocessed before object recognition is performed on the infrared image. The preprocessing operations include but are not limited to at least one of the following: non-uniform correction, Time domain denoising, removal of dead pixels, removal of fixed pattern noise, temperature drift compensation, so as to obtain a clearer infrared image, which is convenient for measuring the body temperature of the reference object.
为了提高物体识别的准确性,还可以对预处理后的红外图像进行以下至少一种处理:对比度拉伸、细节增强。这样,能够得到对比度和细节更强的红外图像,有利于识别出物体,以及具有更佳的显示效果。In order to improve the accuracy of object recognition, at least one of the following processing can be performed on the pre-processed infrared image: contrast stretching and detail enhancement. In this way, an infrared image with stronger contrast and detail can be obtained, which is conducive to identifying objects and has a better display effect.
除了利用用于测温的红外图像对物体进行识别之外,为了提高物体识别的准确性,在一示例性实施例中,对所拍摄的红外图像和可见光图像进行物体识别;基于所识别出的参照物的热辐射能确定物体的测量值。本实施例中,还可以利用摄像单元结合可见光传感器拍摄获取可见光图像,对可见光图像进行物体识别,得出识别结果,并结合基于红外图像的识别结果,确定识别出参照物,再基于参照物的热辐射能确定其本体温度的测量值。关于可见光图像的识别,也可以利用物体检测或者语义分割的技术进行识别。In addition to using infrared images for temperature measurement to identify objects, in order to improve the accuracy of object recognition, in an exemplary embodiment, object recognition is performed on the captured infrared images and visible light images; The thermal radiation of the reference object can determine the measured value of the object. In this embodiment, it is also possible to use a camera unit combined with a visible light sensor to capture visible light images, perform object recognition on the visible light images, and obtain recognition results, and combine the recognition results based on infrared images to determine the recognition of the reference object, and then based on the reference object Thermal radiation can determine the measured value of its body temperature. Regarding the recognition of visible light images, object detection or semantic segmentation techniques can also be used for recognition.
为了进一步提高物体识别的准确性,在一种可能的实施方式中,获取的可见光图像和红外图像为同一取景画面。这样,能够减少由于取景不同所造成的识别干扰。In order to further improve the accuracy of object recognition, in a possible implementation manner, the acquired visible light image and infrared image are the same viewfinder picture. In this way, the recognition interference caused by different viewfinders can be reduced.
同理,为了提高物体识别的准确性,也可以对可见光图像进行以下至少一种处理:对比度拉伸、细节增强。这样,能够得到对比度和细节更强的可见光图像,有利于识别出参照物,具有更佳的显示效果。In the same way, in order to improve the accuracy of object recognition, at least one of the following processing can also be performed on the visible light image: contrast stretching and detail enhancement. In this way, a visible light image with stronger contrast and detail can be obtained, which is conducive to identifying the reference object and has a better display effect.
同理,当测温设备测量目标被测物的本体温度的测量值时,所拍摄的图像通常也不仅仅包括目标被测物,也可以使用上述实施例识别参照物的方法来识别目标被测物。即获取目标被测物的本体温度的测量值的步骤包括:对所拍摄的红外图像进行物体识别;基于所识别出的目标被测物的热辐射能确定物体的测量值。In the same way, when the temperature measuring device measures the measured value of the body temperature of the target measured object, the captured image usually does not only include the target measured object, and the method of identifying the reference object in the above embodiment can also be used to identify the target measured object. Things. That is, the step of obtaining the measured value of the body temperature of the target object includes: performing object recognition on the captured infrared image; and determining the measured value of the object based on the recognized thermal radiation energy of the target object.
在一种可能的实施方式中,如果选用目标被测物指定部位的温度代表目标被测物的本体温度,在对红外图像进行物体识别,识别出目标被测物后,所述方法还可以包括:根据目标被测物识别出指定部位,基于所识别出的指定部位的热辐射能确定目标被测物的本体温度的测量值。In a possible implementation, if the temperature of a designated part of the target measured object is selected to represent the body temperature of the target measured object, after object recognition is performed on the infrared image and the target measured object is identified, the method may further include : Identify the designated part according to the target measured object, and determine the measured value of the body temperature of the target measured object based on the thermal radiation energy of the identified designated part.
关于指定部位的识别,可以利用物体检测或者语义分割的技术进行识别,也可以根据目标被测物的轮廓识别出指定部位目标被测物本体上的位置,从而确定指定部位的热辐射能的分布情况。Regarding the identification of the designated part, the technology of object detection or semantic segmentation can be used for recognition, and the position of the designated part on the body of the target measured object can also be identified according to the contour of the target measured object, so as to determine the thermal radiation energy distribution of the designated part Condition.
为了提高测温的准确性,在一示例性实施例中,在对红外图像进行物体识别之 前,可以对红外图像进行预处理,预处理的操作包括但不限于以下至少一种:非均匀矫正、时域去噪、去除坏点、去除固定模式噪声、温度漂移补偿,以使获得较为清晰的红外图像,便于测量目标被测物的本体温度。In order to improve the accuracy of temperature measurement, in an exemplary embodiment, the infrared image may be preprocessed before object recognition is performed on the infrared image. The preprocessing operations include but are not limited to at least one of the following: non-uniform correction, Time domain denoising, removal of dead pixels, removal of fixed pattern noise, temperature drift compensation, so as to obtain a clearer infrared image, which is convenient for measuring the body temperature of the target object.
为了提高物体识别的准确性,还可以对预处理后的红外图像进行以下至少一种处理:对比度拉伸、细节增强。这样,能够得到对比度和细节更强的红外图像,有利于识别出目标被测物,以及具有更佳的显示效果。In order to improve the accuracy of object recognition, at least one of the following processing can be performed on the pre-processed infrared image: contrast stretching and detail enhancement. In this way, an infrared image with stronger contrast and detail can be obtained, which is conducive to identifying the target object and has a better display effect.
除了利用用于测温的红外图像对物体进行识别之外,为了提高物体识别的准确性,在一示例性实施例中,对所拍摄的红外图像和可见光图像进行物体识别;基于所识别出的目标被测物的热辐射能确定物体的测量值。In addition to using infrared images for temperature measurement to identify objects, in order to improve the accuracy of object recognition, in an exemplary embodiment, object recognition is performed on the captured infrared images and visible light images; The thermal radiation of the target measured object can determine the measured value of the object.
同理,为了提高物体识别的准确性,也可以对可见光图像进行以下至少一种处理:对比度拉伸、细节增强。这样,能够得到对比度和细节更强的可见光图像,有利于识别出目标被测物,具有更佳的显示效果。In the same way, in order to improve the accuracy of object recognition, at least one of the following processing can also be performed on the visible light image: contrast stretching and detail enhancement. In this way, a visible light image with stronger contrast and detail can be obtained, which is conducive to identifying the target object and has a better display effect.
在一示例性实施例中,如果同时对参照物和目标被测物进行测温,则可以获取包括参照物和目标被测物的红外图像,利用物体检测和语义分割技术进行物体识别,识别出参照物和目标被测物,再基于参照物和目标被测物的热辐射能分别测量得到参照物的本体温度和目标被测物。本实施例可以适用于参照物和目标被测物为不同类别的物体的情况。In an exemplary embodiment, if the temperature of the reference object and the target object is measured at the same time, an infrared image including the reference object and the target object can be obtained, and the object detection and semantic segmentation technology can be used to perform object recognition. The reference object and the target measured object, and then the body temperature of the reference object and the target measured object are measured based on the thermal radiation energy of the reference object and the target measured object, respectively. This embodiment can be applied to a situation where the reference object and the target measured object are objects of different types.
为了增强测温数据的直观性,在一示例性实施例中,所述方法还包括:输出目标被测物修正后的本体温度的测量值。这样,可以让测量人员获得更为直观的测温数据,便于实际应用的检查或者判断。在另一示例性实施例中,所述方法还包括:输出目标被测物的红外图像。由于红外图像利用不同的颜色代表不同的热辐射分布范围,输出红外图像可以让测量人员更为直观的了解目标被测物的热辐射分布情况。可以理解,还可以结合红外图像和目标被测物修正后的本体温度的测量值,将修正后的测量值标记在红外图像上,如果是目标被测物的指定部位的温度,还可以标记在红外图像上目标被测物的指定部位的位置或者相近的位置,使得测物数据更加清楚、直观。In order to enhance the intuitiveness of the temperature measurement data, in an exemplary embodiment, the method further includes: outputting the corrected measured value of the body temperature of the target object. In this way, measurement personnel can obtain more intuitive temperature measurement data, which is convenient for inspection or judgment in practical applications. In another exemplary embodiment, the method further includes: outputting an infrared image of the target measured object. Since the infrared image uses different colors to represent different thermal radiation distribution ranges, the output of the infrared image allows the surveyor to more intuitively understand the thermal radiation distribution of the target object. It can be understood that it is also possible to combine the infrared image and the corrected measurement value of the body temperature of the target object to mark the corrected measurement value on the infrared image. If it is the temperature of the specified part of the target object, it can also be marked on the infrared image. The position or close position of the designated part of the target measured object on the infrared image makes the measured object data clearer and more intuitive.
为了更加直观地了解本申请的技术方案,以具体的应用场景为在机场安全检查时检测旅客温度为例子,对上述红外热成像测温方法进行详细说明。图4为本申请一示例性实施例示出的一种红外热成像测温方法的流程示意图。如图4所示,在机场检测旅客的温度时,该方法包括以下步骤401至407:In order to understand the technical solution of the present application more intuitively, the above-mentioned infrared thermal imaging temperature measurement method is described in detail by taking a specific application scenario of detecting passenger temperature during airport security inspection as an example. Fig. 4 is a schematic flowchart of an infrared thermal imaging temperature measurement method according to an exemplary embodiment of the application. As shown in Figure 4, when detecting the temperature of passengers at the airport, the method includes the following steps 401 to 407:
步骤401,利用环境传感器获取一参照物在机场检测处的环境温度的测量值。Step 401: Use the environmental sensor to obtain a measurement value of the ambient temperature of a reference object at an airport detection location.
步骤402,分别利用红外传感器和可见光传感器获取包括参照物的红外图像和可见光图像,并基于红外图像和可见光图像的融合进行物体识别,识别出参照物,基于参照物的热辐射分布获取参照物的本体温度的测量值。Step 402: Obtain an infrared image and a visible light image including the reference object by using the infrared sensor and the visible light sensor respectively, and perform object recognition based on the fusion of the infrared image and the visible light image, identify the reference object, and obtain the reference object based on the thermal radiation distribution of the reference object. The measured value of the body temperature.
步骤403,利用距离传感器获取参照物的距离测量值。Step 403: Obtain the distance measurement value of the reference object by using the distance sensor.
步骤404,基于环境温度-测距距离-参照物的本体温度的关系表,确定参照物在该环境温度的测量值、距离该距离传感器为该距离测量值下的本体温度的参考值。Step 404: Based on the relationship table of ambient temperature-distance-measuring distance-body temperature of the reference object, determine the measured value of the reference object at the ambient temperature and the distance from the distance sensor as the reference value of the body temperature under the measured distance.
步骤405,确定参照物的本体温度的测量值与参照物的本体温度的参考值之间的修正值。Step 405: Determine the correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object.
步骤406,分别利用红外传感器和可见光传感器获取包括至少一个旅客的红外图像和可见光图像,并基于红外图像和可见光图像的融合进行物体识别,识别出旅客以及旅客的额头部位,基于旅客的额头部位的热辐射分布获取旅客的本体温度的测量值。Step 406: Obtain an infrared image and a visible light image including at least one passenger by using an infrared sensor and a visible light sensor, and perform object recognition based on the fusion of the infrared image and the visible light image, and identify the passenger and the passenger's forehead. The thermal radiation distribution obtains the measured value of the passenger's body temperature.
步骤407,基于修正值对旅客的本体温度的测量值进行修正。Step 407: Correct the measured value of the passenger's body temperature based on the correction value.
步骤408,将修正后的旅客的本体温度的测量值标识于红外图像中,并输出至显示器。Step 408: Mark the corrected measured value of the passenger's body temperature in the infrared image and output it to the display.
应该理解的是,针对获取参照物的各参数的步骤401至405,执行顺序可以有所调整,各步骤也可以同时执行,本申请并不限定必须按照步骤401至405的顺序执行。步骤406可以在完成上述步骤401至405后执行,也可以在执行步骤401至405的过程中执行,只要步骤401至405步骤与406互不影响。此外,如果同时测量参照物和目标被测物,步骤406还可以与步骤402同时执行。It should be understood that the execution order of steps 401 to 405 for obtaining the parameters of the reference object may be adjusted, and the steps may also be executed at the same time. The present application does not limit the execution of steps 401 to 405 in the order. Step 406 can be executed after the above steps 401 to 405 are completed, or can be executed during the execution of steps 401 to 405, as long as the steps 401 to 405 and 406 do not affect each other. In addition, if the reference object and the target object to be measured are measured at the same time, step 406 can also be performed at the same time as step 402.
以上各实施例或者实施方式中的各种技术特征之间可以任意进行组合,只要特征之间的组合不存在冲突或矛盾,但是限于篇幅,未进行一一描述。The various technical features in the above embodiments or implementations can be combined arbitrarily, as long as there is no conflict or contradiction between the combinations of features, but due to space limitations, they are not described one by one.
本申请还提供了一种电子设备,适用于执行上述任一实施例中所述的红外热成像测温方法。图5为本申请一示例性实施例示出的一种电子设备的结构框图。如图3所示,该电子设备50包括:红外热成像测温装置510和环境温度传感器520,其中:This application also provides an electronic device suitable for implementing the infrared thermal imaging temperature measurement method described in any of the above embodiments. Fig. 5 is a structural block diagram of an electronic device shown in an exemplary embodiment of the application. As shown in FIG. 3, the electronic device 50 includes: an infrared thermal imaging temperature measuring device 510 and an ambient temperature sensor 520, wherein:
所述环境温度传感器520,用于检测参照物所处环境的环境温度的测量值;The environmental temperature sensor 520 is used to detect the measured value of the environmental temperature of the environment in which the reference object is located;
所述红外热成像测温装置510,用于从所述环境温度传感器获取所述环境温度 的测量值,以及获得所述参照物的本体温度的测量值;基于指定参数确定所述参照物在所处环境温度下本体温度的参考值,所述指定参数包括不同环境温度下所述参照物的参考值;确定所述参照物的本体温度的测量值与所述参照物的本体温度的参考值之间的修正值;以及基于所述修正值对目标被测物的本体温度的测量值进行修正,其中,所述目标被测物与所述参照物处于同一环境内。The infrared thermal imaging temperature measuring device 510 is used to obtain the measurement value of the environmental temperature from the environmental temperature sensor, and obtain the measurement value of the body temperature of the reference object; determine that the reference object is in the place based on a specified parameter The reference value of the body temperature at the ambient temperature, the specified parameter includes the reference value of the reference object at different ambient temperatures; determining the difference between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object And correcting the measured value of the body temperature of the target object based on the correction value, wherein the target object and the reference object are in the same environment.
在一示例性实施例中,所述电子设备还包括距离传感器,用于检测所述参照物的距离测量值及所述目标被测物的多个距离测量值;所述指定参数还包括参照物与所述距离传感器在不同距离下所述参照物的本体温度的参考值;In an exemplary embodiment, the electronic device further includes a distance sensor for detecting a distance measurement value of the reference object and a plurality of distance measurement values of the target object; the specified parameter further includes a reference object The reference value of the body temperature of the reference object at different distances from the distance sensor;
所述红外热成像测温装置,还用于从所述距离传感器获取所述参照物的距离测量值;基于所述指定参数确定所述参照物在所处环境温度和距离所述测距源所述距离测量值时本体温度的参考值。The infrared thermal imaging temperature measurement device is also used to obtain the distance measurement value of the reference object from the distance sensor; determine the environmental temperature of the reference object and the distance from the distance measurement source based on the specified parameter The reference value of the body temperature when the distance is measured.
在一示例性实施例中,所述参照物与所述目标被测物处于同一位置。In an exemplary embodiment, the reference object and the target object to be measured are at the same position.
在一示例性实施例中,所述距离传感器为以下任意一种:激光测距传感器、激光雷达传感器、TOF飞行时间测距传感器、超声测距传感器、太赫兹测距传感器。In an exemplary embodiment, the distance sensor is any one of the following: a laser distance measuring sensor, a lidar sensor, a TOF time-of-flight distance measuring sensor, an ultrasonic distance measuring sensor, and a terahertz distance measuring sensor.
在本申请一示例性实施例中,所述红外热成像测温装置包括红外传感器和处理器;In an exemplary embodiment of the present application, the infrared thermal imaging temperature measurement device includes an infrared sensor and a processor;
所述红外传感器用于获得热辐射分布图像;The infrared sensor is used to obtain a thermal radiation distribution image;
所述处理器,用于从所述环境温度传感器获取所述环境温度的测量值,以及对所述热辐射分布图像进行物体识别,所述物体为参照物或目标被测物,基于所述参照物的热辐射能获得所述参照物的本体温度的测量值;基于所述目标被测物的热辐射能获得所述目标被测物的本体温度的测量值;基于所述指定参数确定所述参照物在所处环境温度下本体温度的参考值;确定所述参照物的本体温度的测量值与所述参照物的本体温度的参考值之间的修正值;以及基于所述修正值对目标被测物的本体温度的测量值进行修正。The processor is configured to obtain the measurement value of the environmental temperature from the environmental temperature sensor, and perform object recognition on the thermal radiation distribution image, where the object is a reference object or a target measured object, based on the reference The thermal radiation energy of the object can obtain the measured value of the body temperature of the reference object; the thermal radiation energy of the target object can obtain the measured value of the body temperature of the target object; the determination of the The reference value of the body temperature of the reference object at the ambient temperature; determining the correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object; and making the target based on the correction value The measured value of the body temperature of the measured object is corrected.
在一示例性实施例中,所述电子设备还包括可见光传感器,用于获取可见光图像,所述可见光图像包括所述物体;In an exemplary embodiment, the electronic device further includes a visible light sensor for acquiring a visible light image, and the visible light image includes the object;
所述处理器,还用于从所述可见光传感器获取所述可见光图像,基于所述热辐射分布图像和所述可见光图像进行物体识别,识别出所述物体。The processor is further configured to obtain the visible light image from the visible light sensor, perform object recognition based on the thermal radiation distribution image and the visible light image, and recognize the object.
在一示例性实施例中,所述物体识别的方式包括以下至少一种:物体检测、语义分割。In an exemplary embodiment, the method of object recognition includes at least one of the following: object detection and semantic segmentation.
在一示例性实施例中,所述处理器,还用于对所述热辐射分布图像进行以下至少一种预处理:非均匀矫正、时域去噪、去除坏点、去除固定模式噪声、温度漂移补偿。In an exemplary embodiment, the processor is further configured to perform at least one of the following pre-processing on the thermal radiation distribution image: non-uniformity correction, temporal denoising, dead pixel removal, fixed pattern noise removal, temperature Drift compensation.
在一示例性实施例中,所述处理器,还用于对预处理后的的图像进行以下至少一种处理:对比度拉伸、细节增强。In an exemplary embodiment, the processor is further configured to perform at least one of the following processing on the pre-processed image: contrast stretching and detail enhancement.
在一示例性实施例中,所述红外传感器为以下任意一种:远红外传感器、近红外传感器、制冷红外传感器、非制冷红外传感器。In an exemplary embodiment, the infrared sensor is any one of the following: a far infrared sensor, a near infrared sensor, a refrigerated infrared sensor, and an uncooled infrared sensor.
在一示例性实施例中,所述参照物与所述目标被测物为同一类别的物体。In an exemplary embodiment, the reference object and the target measured object are objects of the same type.
在一示例性实施例中,所述电子设备还包括显示装置,用于显示所述热辐射分布图像和/或所述可见光图像。In an exemplary embodiment, the electronic device further includes a display device for displaying the thermal radiation distribution image and/or the visible light image.
在一示例性实施例中,所述显示装置,还用于显示修正后的所述目标被测物的本体温度的测量值。In an exemplary embodiment, the display device is also used to display the corrected measurement value of the body temperature of the target object.
对于装置实施例而言,由于其基本对应于方法实施例,所以相关之处参见方法实施例的部分说明即可。以上所描述的装置实施例仅仅是示意性的,其中所述作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部模块来实现本实施例方案的目的。本领域普通技术人员在不付出创造性劳动的情况下,即可以理解并实施。For the device embodiment, since it basically corresponds to the method embodiment, the relevant part can refer to the part of the description of the method embodiment. The device embodiments described above are merely illustrative. The units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in One place, or it can be distributed to multiple network units. Some or all of the modules can be selected according to actual needs to achieve the objectives of the solutions of the embodiments. Those of ordinary skill in the art can understand and implement without creative work.
本申请还提供了一种无人机,适用于执行上述任意实施例中所述的红外热成像测温方法。图6为本申请一示例性实施例示出的一种无人机的结构框图。如图6所示,该无人机60包括:机身(图未示)、红外传感器610、环境温度传感器620、存储器630及处理器640,红外传感器610、环境温度传感器620分别与处理器640连接,存储器630与处理器640连接。其中:The application also provides an unmanned aerial vehicle, which is suitable for implementing the infrared thermal imaging temperature measurement method described in any of the foregoing embodiments. Fig. 6 is a structural block diagram of an unmanned aerial vehicle shown in an exemplary embodiment of the application. As shown in FIG. 6, the drone 60 includes a body (not shown), an infrared sensor 610, an ambient temperature sensor 620, a memory 630, and a processor 640. The infrared sensor 610, the ambient temperature sensor 620 and the processor 640 are respectively Connected, the memory 630 is connected to the processor 640. in:
红外传感器610设置于机身上,用于获得热辐射分布图像;The infrared sensor 610 is arranged on the fuselage to obtain a heat radiation distribution image;
环境传感器620设置于机身上,用于检测参照物所处环境的环境温度的测量值;The environment sensor 620 is arranged on the body and is used to detect the measured value of the environment temperature of the environment in which the reference object is located;
存储器630和处理器640设置于机身内,存储器630存储有可以在处理器440 上运行的计算机程序。The memory 630 and the processor 640 are arranged in the body, and the memory 630 stores a computer program that can run on the processor 440.
处理器640执行该计算程序时实现以下步骤:The processor 640 implements the following steps when executing the calculation program:
获取参照物所处环境的环境温度的测量值以及所述参照物的本体温度的测量值;Acquiring the measured value of the ambient temperature of the environment in which the reference object is located and the measured value of the body temperature of the reference object;
基于指定参数确定与所述参照物在所处环境温度下本体温度的参考值,所述指定参数包括不同环境温度下所述参照物的参考值;Determining a reference value of the body temperature of the reference object at an ambient temperature based on a designated parameter, the designated parameter including the reference value of the reference object at different ambient temperatures;
确定所述参照物的本体温度的测量值与所述参照物的本体温度的参考值之间的修正值;Determining the correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object;
基于所述修正值对目标被测物的本体温度的测量值进行修正,其中,所述目标被测物与所述参照物处于同一环境内。The measured value of the body temperature of the target measured object is corrected based on the corrected value, wherein the target measured object and the reference object are in the same environment.
在一示例性实施例中,所述无人机还包括距离传感器,用于检测所述参照物的距离测量值;所述指定参数还包括参照物与所述距离传感器在不同距离下所述参照物的本体温度的参考值;In an exemplary embodiment, the drone further includes a distance sensor for detecting the distance measurement value of the reference object; the specified parameter further includes the reference object and the distance sensor at different distances. The reference value of the body temperature of the object;
所述处理器执行所述程序时还实现以下步骤:The processor also implements the following steps when executing the program:
从所述距离传感器获取所述参照物的距离测量值;基于所述指定参数确定所述参照物在所处环境温度和距离所述测距源所述距离测量值时本体温度的参考值。Obtain the distance measurement value of the reference object from the distance sensor; determine the reference value of the body temperature of the reference object at the ambient temperature and the distance measurement value from the distance measurement source based on the specified parameter.
在一示例性实施例中,所述参照物与所述目标被测物处于同一位置。In an exemplary embodiment, the reference object and the target object to be measured are at the same position.
在一示例性实施例中,所述距离传感器为以下任意一种:激光测距传感器、激光雷达传感器、TOF飞行时间测距传感器、超声测距传感器、太赫兹测距传感器。In an exemplary embodiment, the distance sensor is any one of the following: a laser distance measuring sensor, a lidar sensor, a TOF time-of-flight distance measuring sensor, an ultrasonic distance measuring sensor, and a terahertz distance measuring sensor.
在一示例性实施例中,所述处理器执行所述程序时还实现以下步骤:In an exemplary embodiment, the processor further implements the following steps when executing the program:
对所述热辐射分布图像进行物体识别;Performing object recognition on the thermal radiation distribution image;
基于所识别出的物体的热辐射能确定物体的测量值;其中所述物体为所述参照物或目标被测物。The measured value of the object is determined based on the thermal radiation energy of the identified object; wherein the object is the reference object or the target measured object.
在一示例性实施例中,所述无人机还包括可见光传感器,用于获取可见光图像,所述可见光图像包括所述物体;In an exemplary embodiment, the drone further includes a visible light sensor for acquiring a visible light image, and the visible light image includes the object;
所述处理器执行所述程序时还实现以下步骤:The processor also implements the following steps when executing the program:
从所述可见光传感器获取所述可见光图像,基于所述热辐射分布图像和所述可 见光图像进行物体识别,识别出所述物体。The visible light image is acquired from the visible light sensor, and the object is recognized based on the heat radiation distribution image and the visible light image, and the object is recognized.
在一示例性实施例中,所述物体识别的方式包括以下至少一种:物体检测、语义分割。In an exemplary embodiment, the method of object recognition includes at least one of the following: object detection and semantic segmentation.
在一示例性实施例中,所述处理器执行所述程序时还实现以下步骤:In an exemplary embodiment, the processor further implements the following steps when executing the program:
对所述热辐射分布图像进行以下至少一种预处理:非均匀矫正、时域去噪、去除坏点、去除固定模式噪声、温度漂移补偿。At least one of the following preprocessing is performed on the thermal radiation distribution image: non-uniformity correction, time domain denoising, dead pixel removal, fixed pattern noise removal, temperature drift compensation.
在一示例性实施例中,所述处理器执行所述程序时还实现以下步骤:In an exemplary embodiment, the processor further implements the following steps when executing the program:
对预处理后的的图像进行以下至少一种处理:对比度拉伸、细节增强。At least one of the following processing is performed on the preprocessed image: contrast stretching and detail enhancement.
在一示例性实施例中,所述红外传感器为以下任意一种:远红外传感器、近红外传感器、制冷红外传感器、非制冷红外传感器。In an exemplary embodiment, the infrared sensor is any one of the following: a far infrared sensor, a near infrared sensor, a refrigerated infrared sensor, and an uncooled infrared sensor.
在一示例性实施例中,所述参照物与所述目标被测物为同一类别的物体。In an exemplary embodiment, the reference object and the target measured object are objects of the same type.
在一示例性实施例中,所述无人机还包括显示器,用于显示所述热辐射分布图像和/或所述可见光图像。In an exemplary embodiment, the drone further includes a display for displaying the thermal radiation distribution image and/or the visible light image.
在一示例性实施例中,所述显示器,还用于显示修正后的所述目标被测物的本体温度的测量值。In an exemplary embodiment, the display is also used to display the corrected measurement value of the body temperature of the target object.
在一示例性实施例中,所述无人机还包括无线通信模块,用于与遥控器建立通信连接。In an exemplary embodiment, the drone further includes a wireless communication module for establishing a communication connection with the remote controller.
[160]在一具体应用场景中,无人机与遥控器配套使用,且无人机与遥控器可以建立无线通信连接,遥控器上设置有显示器,无人机可以将获取的目标被测物的红外图像以及修正后的目标被测物的本体温度的测量值发送给遥控器,遥控器输出至显示器进行显示,使得用户可以直观地得知目标被测物的热辐射分布情况以及精度较高的目标被测物的本体温度的测量值,以便用户可以根据目标被测物的数据进行准确判断,采取相应的措施。[160] In a specific application scenario, the drone is used in conjunction with the remote control, and the drone and the remote control can establish a wireless communication connection. The remote control is equipped with a display, and the drone can obtain the target measured object. The infrared image and the corrected measured value of the target object’s body temperature are sent to the remote control, and the remote control is output to the display for display, so that the user can intuitively know the heat radiation distribution of the target object and the accuracy is high The measured value of the body temperature of the target measured object, so that the user can make accurate judgments based on the data of the target measured object and take corresponding measures.
例如,利用上述实施例的无人机侦查某处山林火灾的起火点,用户通过遥控器控制无人机先对参照物进行摄取以及获取参照物所处环境的环境温度,根据指定参数确定参照物在所处环境温度下本体温度的参考值,并确定参照物的本体温度的测量值与参照物的本体温度的参考值之间的修正值。用户再通过遥控器控制无人机的飞行路线,当飞至可以摄取到山林火灾的红外图像的范围内时,用户可以根据无人机本体回 传起火的山林的红外图像以及标记的修正后的山林的温度测量值,根据起火山林的红外图像和温度测量值可以直观、准确地判断出起火点,以可以针对起火点采取有效的灭火措施。For example, using the drone of the above embodiment to detect the fire point of a mountain forest fire, the user controls the drone to capture the reference object first and obtain the ambient temperature of the environment where the reference object is located through the remote control, and determine the reference object according to the specified parameters The reference value of the body temperature at the ambient temperature, and the correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object is determined. The user then controls the flight path of the drone through the remote control. When flying within the range that can capture the infrared image of the mountain forest fire, the user can return the infrared image of the fired mountain forest and the corrected mark according to the drone body. The temperature measurement value of the mountain forest can intuitively and accurately determine the fire point based on the infrared image and temperature measurement value of the volcanic forest, so that effective fire extinguishing measures can be taken for the fire point.
上述实施例是由无人机执行了红外热成像测温方法的步骤。在另一个示例性实施例中,无人机可以只用于红外热成像测温方法中参照物的环境温度的测量值、参照物的热辐射分布图像、目标被测物的热辐射分布图像等参数的获取步骤,而红外热成像测温方法的测温、修正步骤可以由控制无人机的遥控器来执行。The above-mentioned embodiments are the steps of the infrared thermal imaging temperature measurement method performed by the drone. In another exemplary embodiment, the drone may only be used for the measurement value of the ambient temperature of the reference object in the infrared thermal imaging temperature measurement method, the thermal radiation distribution image of the reference object, the thermal radiation distribution image of the target measured object, etc. The parameter acquisition step, and the temperature measurement and correction steps of the infrared thermal imaging temperature measurement method can be performed by the remote controller that controls the drone.
本申请还提供了一种适用于无人机的遥控器。图7为本申请一示例性实施例示出的一种遥控器的结构框图。如图7所示,该遥控器70包括:机身(图未示)、遥控组件710、显示器720、存储器730、处理器740及无线通信模块750,遥控组件710、显示器720、存储器730、无线通信模块750分别与处理器740连接。其中:The application also provides a remote control suitable for drones. Fig. 7 is a structural block diagram of a remote control shown in an exemplary embodiment of the application. As shown in Figure 7, the remote controller 70 includes: a body (not shown), a remote control component 710, a display 720, a memory 730, a processor 740, and a wireless communication module 750, a remote control component 710, a display 720, a memory 730, and a wireless The communication module 750 is connected to the processor 740 respectively. in:
遥控组件710设置于机身上,用于触发遥控指令;The remote control component 710 is arranged on the body for triggering remote control commands;
显示器720设置于机身上,用于显示接收到的热辐射分布图像和温度测量值;The display 720 is arranged on the body to display the received thermal radiation distribution image and temperature measurement value;
存储器730、处理器740和无线通信模块750设置于机身内,存储器730存储有可以在处理器740上运行的计算机程序。The memory 730, the processor 740, and the wireless communication module 750 are disposed in the body, and the memory 730 stores a computer program that can run on the processor 740.
处理器740执行该计算程序时实现以下步骤:The processor 740 implements the following steps when executing the calculation program:
接收的参照物所处环境的环境温度的测量值、所述参照物的热辐射分布图像以及目标被测物的热辐射分布图像;The received measurement value of the environmental temperature of the environment in which the reference object is located, the thermal radiation distribution image of the reference object, and the thermal radiation distribution image of the target measured object;
基于所述参照物的热辐射分布图像获取所述参照物的本体温度的测量值;Acquiring a measurement value of the body temperature of the reference object based on the thermal radiation distribution image of the reference object;
基于指定参数确定与所述参照物在所处环境温度下本体温度的参考值,所述指定参数包括不同环境温度下所述参照物的参考值;Determining a reference value of the body temperature of the reference object at an ambient temperature based on a designated parameter, the designated parameter including the reference value of the reference object at different ambient temperatures;
确定所述参照物的本体温度的测量值与所述参照物的本体温度的参考值之间的修正值;Determining the correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object;
基于所述目标被测物的热辐射分布图像获取所述目标被测物的本体温度的测量值;Acquiring the measured value of the body temperature of the target measured object based on the thermal radiation distribution image of the target measured object;
基于所述修正值对目标被测物的本体温度的测量值进行修正,其中,所述目标被测物与所述参照物处于同一环境内。The measured value of the body temperature of the target measured object is corrected based on the corrected value, wherein the target measured object and the reference object are in the same environment.
为了更清除地理解本申请的无人机和遥控器结合的具体应用,本申请还提供了 一种无人机系统,适用于执行上述任意实施例中所述的红外热成像测温方法。图8A至8B为本申请一示例性实施例示出的一种无人机系统的结构框图。如图8A所示,该无人机系统80包括:无人机810和遥控器820。无人机810与遥控器820通信连接。如图8B所示,其中:In order to have a clearer understanding of the specific application of the combination of the unmanned aerial vehicle and the remote control in this application, this application also provides an unmanned aerial vehicle system, which is suitable for implementing the infrared thermal imaging temperature measurement method described in any of the foregoing embodiments. 8A to 8B are structural block diagrams of an unmanned aerial vehicle system shown in an exemplary embodiment of this application. As shown in FIG. 8A, the UAV system 80 includes: a UAV 810 and a remote controller 820. The drone 810 is communicatively connected with the remote controller 820. As shown in Figure 8B, where:
无人机810包括机身(图未示)、红外传感器811、环境温度传感器812、第一存储器813、第一处理器814及第一无线通信模块815,红外传感器811、环境温度传感器812、第一无线通信模块815分别与第一处理器814连接,第一存储器813与第一处理器814连接。The drone 810 includes a fuselage (not shown), an infrared sensor 811, an ambient temperature sensor 812, a first memory 813, a first processor 814, and a first wireless communication module 815, an infrared sensor 811, an ambient temperature sensor 812, and a A wireless communication module 815 is respectively connected to the first processor 814, and the first memory 813 is connected to the first processor 814.
遥控器820包括机身(图未示)、遥控组件821、显示器822、第二存储器823、第二处理器824及第二无线通信模块825,遥控组件821、显示器822、第二存储器723、第二无线通信模块825分别与第二处理器824连接。The remote control 820 includes a body (not shown), a remote control component 821, a display 822, a second memory 823, a second processor 824 and a second wireless communication module 825, a remote control component 821, a display 822, a second memory 723, and a second wireless communication module 825. The two wireless communication modules 825 are connected to the second processor 824 respectively.
在无人机810中:In drone 810:
红外传感器811设置于机身上,用于获得热辐射分布图像;The infrared sensor 811 is arranged on the fuselage to obtain a heat radiation distribution image;
环境传感器812设置于机身上,用于检测参照物所处环境的环境温度的测量值;The environment sensor 812 is arranged on the fuselage, and is used to detect the measured value of the environment temperature of the environment where the reference object is located;
第一存储器813、第一处理器814和第一无线通信模块815设置于机身内,第一存储器813存储有可以在第一处理器814上运行的计算机程序。The first memory 813, the first processor 814, and the first wireless communication module 815 are disposed in the body, and the first memory 813 stores a computer program that can be run on the first processor 814.
第一处理器814执行该计算程序时实现以下步骤:The first processor 814 implements the following steps when executing the calculation program:
获取参照物所处环境的环境温度的测量值以及所述参照物的热辐射分布图像;Acquiring a measurement value of the environmental temperature of the environment in which the reference object is located and the thermal radiation distribution image of the reference object;
将所述环境温度的测量值以及所述参照物的热辐射分布图像发送给所述遥控器;Sending the measured value of the ambient temperature and the heat radiation distribution image of the reference object to the remote controller;
获取目标被测物的热辐射分布图像;Obtain the thermal radiation distribution image of the target measured object;
将所述目标被测物的热辐射分布图像发送给所述遥控器。The thermal radiation distribution image of the target object to be measured is sent to the remote controller.
在遥控器820中:In the remote control 820:
遥控组件821设置于机身上,用于触发遥控指令;The remote control component 821 is arranged on the body for triggering remote control commands;
显示器822设置于机身上,用于显示接收到的热辐射分布图像和温度测量值;The display 822 is arranged on the body to display the received thermal radiation distribution image and temperature measurement value;
第二存储器823、第二处理器824和第二无线通信模块825设置于机身内,第二存储器823存储有可以在第二处理器824上运行的计算机程序。The second memory 823, the second processor 824, and the second wireless communication module 825 are disposed in the body, and the second memory 823 stores a computer program that can run on the second processor 824.
第二处理器824执行该计算程序时实现以下步骤:The second processor 824 implements the following steps when executing the calculation program:
接收无人机810发送的参照物所处环境的环境温度的测量值、所述参照物的热辐射分布图像以及目标被测物的热辐射分布图像;Receiving the measured value of the ambient temperature of the environment in which the reference object is located, the thermal radiation distribution image of the reference object, and the thermal radiation distribution image of the target measured object sent by the drone 810;
基于所述参照物的热辐射分布图像获取所述参照物的本体温度的测量值;Acquiring a measurement value of the body temperature of the reference object based on the thermal radiation distribution image of the reference object;
基于指定参数确定与所述参照物在所处环境温度下本体温度的参考值,所述指定参数包括不同环境温度下所述参照物的参考值;Determining a reference value of the body temperature of the reference object at an ambient temperature based on a designated parameter, the designated parameter including the reference value of the reference object at different ambient temperatures;
确定所述参照物的本体温度的测量值与所述参照物的本体温度的参考值之间的修正值;Determining the correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object;
基于所述目标被测物的热辐射分布图像获取所述目标被测物的本体温度的测量值;Acquiring the measured value of the body temperature of the target measured object based on the thermal radiation distribution image of the target measured object;
基于所述修正值对目标被测物的本体温度的测量值进行修正,其中,所述目标被测物与所述参照物处于同一环境内。除了遥控器可以执行该处理过程以外,还可以是与无人机通信的终端设备,例如手机、pad、电脑等执行该处理过程。The measured value of the body temperature of the target measured object is corrected based on the corrected value, wherein the target measured object and the reference object are in the same environment. In addition to the remote control that can execute the processing, it can also be a terminal device that communicates with the drone, such as a mobile phone, pad, or computer, to execute the processing.
本申请还提供了一种计算机可读存储介质,其上存储有计算机程序,所述程序被处理器执行时实现以下步骤:This application also provides a computer-readable storage medium on which a computer program is stored, and when the program is executed by a processor, the following steps are implemented:
获取参照物所处环境的环境温度的测量值以及所述参照物的本体温度的测量值;Acquiring the measured value of the ambient temperature of the environment in which the reference object is located and the measured value of the body temperature of the reference object;
基于指定参数确定所述参照物在所处环境温度下本体温度的参考值,所述指定参数包括不同环境温度下所述参照物的参考值;Determining the reference value of the body temperature of the reference object at the ambient temperature based on a designated parameter, the designated parameter including the reference value of the reference object at different ambient temperatures;
确定所述参照物的本体温度的测量值与所述参照物的本体温度的参考值之间的修正值;Determining the correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object;
基于所述修正值对目标被测物的本体温度的测量值进行修正,其中,所述目标被测物与所述参照物处于同一环境内。The measured value of the body temperature of the target measured object is corrected based on the corrected value, wherein the target measured object and the reference object are in the same environment.
可以理解的是,该计算机可读存储介质上存储的计算机程序被处理器执行时还可以实现上述任意实施例中所述的红外热成像测温方法的步骤。It can be understood that, when the computer program stored on the computer-readable storage medium is executed by the processor, the steps of the infrared thermal imaging temperature measurement method described in any of the foregoing embodiments can also be implemented.
本申请实施例可采用在一个或多个其中包含有程序代码的可读介质(包括但不限于磁盘存储器、CD-ROM、光学存储器等)上实施的计算机程序产品的形式。计算机可用可读介质包括永久性和非永久性、可移动和非可移动媒体,可以由任何方法或 技术来实现信息存储。信息可以是计算机可读指令、数据结构、程序的模块或其他数据。计算机的可读介质的例子包括但不限于:相变内存(PRAM)、静态随机存取存储器(SRAM)、动态随机存取存储器(DRAM)、其他类型的随机存取存储器(RAM)、只读存储器(ROM)、可擦除可编程只读存储器(EEPROM)、快闪记忆体或其他内存技术、只读光盘只读存储器(CD-ROM)、数字多功能光盘(DVD)或其他光学存储、磁盒式磁带,磁带磁磁盘存储或其他磁性存储设备或任何其他非传输介质,可用于存储可以被计算设备访问的信息。The embodiments of the present application may adopt the form of a computer program product implemented on one or more readable media (including but not limited to disk storage, CD-ROM, optical storage, etc.) containing program codes. Computer-usable readable media include permanent and non-permanent, removable and non-removable media, and information storage can be realized by any method or technology. The information can be computer-readable instructions, data structures, program modules, or other data. Examples of computer readable media include, but are not limited to: phase change memory (PRAM), static random access memory (SRAM), dynamic random access memory (DRAM), other types of random access memory (RAM), read-only Memory (ROM), erasable programmable read-only memory (EEPROM), flash memory or other memory technology, CD-ROM, digital versatile disc (DVD) or other optical storage, Magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices or any other non-transmission media can be used to store information that can be accessed by computing devices.
需要说明的是,在本文中,诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来,而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的过程、方法、物品或者设备中还存在另外的相同要素。It should be noted that in this article, relational terms such as first and second are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply one of these entities or operations. There is any such actual relationship or order between. The terms "include", "include" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements not only includes those elements, but also includes other elements that are not explicitly listed. Elements, or also include elements inherent to such processes, methods, articles, or equipment. If there are no more restrictions, the element defined by the sentence "including a..." does not exclude the existence of other identical elements in the process, method, article, or equipment that includes the element.
上述对本申请特定实施例进行了描述。其它实施例在所附权利要求书的范围内。在一些情况下,在权利要求书中记载的动作或步骤可以按照不同于实施例中的顺序来执行并且仍然可以实现期望的结果。另外,在附图中描绘的过程不一定要求示出的特定顺序或者连续顺序才能实现期望的结果。在某些实施方式中,多任务处理和并行处理也是可以的或者可能是有利的。The specific embodiments of the present application are described above. Other embodiments are within the scope of the appended claims. In some cases, the actions or steps described in the claims can be performed in a different order than in the embodiments and still achieve desired results. In addition, the processes depicted in the drawings do not necessarily require the specific order or sequential order shown in order to achieve the desired results. In some embodiments, multitasking and parallel processing are also possible or may be advantageous.
本领域技术人员在考虑说明书及实践这里申请的发明后,将容易想到本申请的其它实施方案。本申请旨在涵盖本申请的任何变型、用途或者适应性变化,这些变型、用途或者适应性变化遵循本申请的一般性原理并包括本申请未申请的本技术领域中的公知常识或惯用技术手段。说明书和实施例仅被视为示例性的,本申请的真正范围和精神由下面的权利要求指出。Those skilled in the art will easily think of other embodiments of the present application after considering the specification and practicing the invention applied here. This application is intended to cover any variations, uses, or adaptive changes of this application. These variations, uses, or adaptive changes follow the general principles of this application and include common knowledge or customary technical means in the technical field not applied for in this application. . The description and the embodiments are only regarded as exemplary, and the true scope and spirit of the application are pointed out by the following claims.
应当理解的是,本申请并不局限于上面已经描述并在附图中示出的精确结构,并且可以在不脱离其范围进行各种修改和改变。本申请的范围仅由所附的权利要求来限制。It should be understood that the present application is not limited to the precise structure that has been described above and shown in the drawings, and various modifications and changes can be made without departing from its scope. The scope of the application is only limited by the appended claims.
以上对本发明实施例所提供的方法和装置进行了详细介绍,本文中应用了具体个例对本发明的原理及实施方式进行了阐述,以上实施例的说明只是用于帮助理解本 发明的方法及其核心思想;同时,对于本领域的一般技术人员,依据本发明的思想,在具体实施方式及应用范围上均会有改变之处,综上所述,本说明书内容不应理解为对本发明的限制。The methods and devices provided by the embodiments of the present invention are described in detail above. Specific examples are used in this article to illustrate the principles and implementations of the present invention. The descriptions of the above embodiments are only used to help understand the methods and methods of the present invention. The core idea; at the same time, for those of ordinary skill in the art, according to the idea of the present invention, there will be changes in the specific implementation and the scope of application. In summary, the content of this specification should not be construed as a limitation of the present invention .

Claims (41)

  1. 一种红外热成像测温方法,其特征在于,所述方法包括:An infrared thermal imaging temperature measurement method, characterized in that the method includes:
    获取参照物所处环境的环境温度的测量值以及所述参照物的本体温度的测量值;Acquiring the measured value of the ambient temperature of the environment in which the reference object is located and the measured value of the body temperature of the reference object;
    基于指定参数确定所述参照物在所处环境温度下本体温度的参考值,所述指定参数包括不同环境温度下所述参照物的参考值;Determining the reference value of the body temperature of the reference object at the ambient temperature based on a designated parameter, the designated parameter including the reference value of the reference object at different ambient temperatures;
    确定所述参照物的本体温度的测量值与所述参照物的本体温度的参考值之间的修正值;Determining the correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object;
    基于所述修正值对目标被测物的本体温度的测量值进行修正,其中,所述目标被测物与所述参照物处于同一环境内。The measured value of the body temperature of the target measured object is corrected based on the corrected value, wherein the target measured object and the reference object are in the same environment.
  2. 根据权利要求1所述的红外热成像测温方法,其特征在于,所述指定参数还包括参照物与测距源在不同距离下所述参照物的本体温度的参考值;所述方法还包括:The infrared thermal imaging temperature measurement method according to claim 1, wherein the specified parameter further comprises a reference value of the body temperature of the reference object at different distances from the distance measuring source; the method further comprises :
    获取所述参照物与测距源的距离测量值;Acquiring the measured value of the distance between the reference object and the ranging source;
    所述基于指定参数确定所述参照物在所处环境温度下本体温度的参考值,包括:The determining the reference value of the body temperature of the reference object at the ambient temperature based on the specified parameter includes:
    基于所述指定参数确定所述参照物在所处环境温度和距离所述测距源所述距离测量值时本体温度的参考值。The reference value of the body temperature of the reference object at the ambient temperature and the distance measurement value from the distance measuring source is determined based on the specified parameter.
  3. 根据权利要求1所述的红外热成像测温方法,其特征在于,所述参照物与所述目标被测物处于同一位置。The infrared thermal imaging temperature measurement method according to claim 1, wherein the reference object and the target object to be measured are at the same position.
  4. 根据权利要求1所述的红外热成像测温方法,其特征在于,所述获取所述参照物的本体温度的测量值的步骤包括:The infrared thermal imaging temperature measurement method according to claim 1, wherein the step of obtaining the measured value of the body temperature of the reference object comprises:
    对所拍摄的图像进行物体识别;Perform object recognition on the captured images;
    基于所识别出的物体的热辐射能确定物体的测量值;其中所述物体为所述参照物。The measured value of the object is determined based on the thermal radiation energy of the identified object; wherein the object is the reference object.
  5. 根据权利要求4所述的红外热成像测温方法,其特征在于,所述图像包括红外图像。The infrared thermal imaging temperature measurement method according to claim 4, wherein the image comprises an infrared image.
  6. 根据权利要求5所述的红外热成像测温方法,其特征在于,所述图像还包括可见光图像。The infrared thermal imaging temperature measurement method according to claim 5, wherein the image further comprises a visible light image.
  7. 根据权利要求5所述的红外热成像测温方法,其特征在于,对所拍摄的图像进行物体识别的方式包括以下至少一种:The infrared thermal imaging temperature measurement method according to claim 5, wherein the method of performing object recognition on the captured image includes at least one of the following:
    对所拍摄的图像进行物体检测,识别出所述物体;Perform object detection on the captured image, and identify the object;
    对所拍摄的图像进行语义分割,根据语义分析出所述物体。Perform semantic segmentation on the captured image, and analyze the object based on semantics.
  8. 根据权利要求5所述的红外热成像测温方法,其特征在于,所拍摄的图像为红外图像时,所述方法还包括:The infrared thermal imaging temperature measurement method according to claim 5, wherein when the captured image is an infrared image, the method further comprises:
    对所拍摄的图像进行以下至少一种预处理:Perform at least one of the following preprocessing on the captured image:
    非均匀矫正、时域去噪、去除坏点、去除固定模式噪声、温度漂移补偿。Non-uniform correction, time domain denoising, removal of dead pixels, removal of fixed pattern noise, temperature drift compensation.
  9. 根据权利要求8所述的红外热成像测温方法,其特征在于,对所拍摄的图像进行物体识别之前,所述方法还包括:The infrared thermal imaging temperature measurement method according to claim 8, characterized in that, before object recognition is performed on the captured image, the method further comprises:
    对预处理后的图像进行以下至少一种处理:Perform at least one of the following processing on the preprocessed image:
    对比度拉伸、细节增强。Contrast stretch and detail enhancement.
  10. 根据权利要求1所述的红外热成像测温方法,其特征在于,所述参照物的本体温度为所述参照物的指定部位的温度。The infrared thermal imaging temperature measurement method according to claim 1, wherein the body temperature of the reference object is the temperature of a designated part of the reference object.
  11. 根据权利要求10所述的红外热成像测温方法,其特征在于,所述参照物为恒温物体。The infrared thermal imaging temperature measurement method according to claim 10, wherein the reference object is a constant temperature object.
  12. 根据权利要求11所述的红外热成像测温方法,其特征在于,所述恒温物体包括恒温动物。The infrared thermal imaging temperature measurement method according to claim 11, wherein the constant temperature object comprises a constant temperature animal.
  13. 根据权利要求12所述的红外热成像测温方法,其特征在于,所述参照物的指定部位包括以下至少一种:The infrared thermal imaging temperature measurement method according to claim 12, wherein the designated part of the reference object includes at least one of the following:
    恒温动物的指定器官、恒温动物的身体指定部位。Designated organs of warm-blooded animals, designated parts of the body of warm-blooded animals.
  14. 根据权利要求1所述的红外热成像测温方法,其特征在于,所述参照物与所述目标被测物为同一类别的物体。The infrared thermal imaging temperature measurement method according to claim 1, wherein the reference object and the target measured object are objects of the same category.
  15. 一种电子设备,其特征在于,包括红外热成像测温装置和环境温度传感器;An electronic device, characterized in that it comprises an infrared thermal imaging temperature measuring device and an ambient temperature sensor;
    所述环境温度传感器,用于检测参照物所处环境的环境温度的测量值;The environmental temperature sensor is used to detect the measured value of the environmental temperature of the environment where the reference object is located;
    所述红外热成像测温装置,用于从所述环境温度传感器获取所述环境温度的测量值,以及获得所述参照物的本体温度的测量值;基于指定参数确定所述参照物在所处环境温度下本体温度的参考值,所述指定参数包括不同环境温度下所述参照物的参考值;确定所述参照物的本体温度的测量值与所述参照物的本体温度的参考值之间的修正值;以及基于所述修正值对目标被测物的本体温度的测量值进行修正,其中,所述目标被测物与所述参照物处于同一环境内。The infrared thermal imaging temperature measuring device is used to obtain the measurement value of the environmental temperature from the environmental temperature sensor, and obtain the measurement value of the body temperature of the reference object; determine where the reference object is located based on a specified parameter The reference value of the body temperature at ambient temperature, the specified parameter includes the reference value of the reference object at different ambient temperatures; determining the difference between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object And correcting the measured value of the body temperature of the target measured object based on the corrected value, wherein the target measured object and the reference object are in the same environment.
  16. 根据权利要求15所述的电子设备,其特征在于,The electronic device according to claim 15, wherein:
    所述电子设备还包括距离传感器,用于检测所述参照物的距离测量值及所述目标被测物的多个距离测量值;所述指定参数还包括参照物与所述距离传感器在不同距离下所述参照物的本体温度的参考值;The electronic device further includes a distance sensor for detecting the distance measurement value of the reference object and a plurality of distance measurement values of the target object; the specified parameter also includes that the reference object is at different distances from the distance sensor. The reference value of the body temperature of the reference object described below;
    所述红外热成像测温装置,还用于从所述距离传感器获取所述参照物的距离测量 值;基于所述指定参数确定所述参照物在所处环境温度和距离所述测距源所述距离测量值时本体温度的参考值。The infrared thermal imaging temperature measurement device is also used to obtain the distance measurement value of the reference object from the distance sensor; determine the environmental temperature of the reference object and the distance from the distance measurement source based on the specified parameter The reference value of the body temperature when the distance is measured.
  17. 根据权利要求15所述的电子设备,其特征在于,所述参照物与所述目标被测物处于同一位置。15. The electronic device according to claim 15, wherein the reference object and the target measured object are at the same position.
  18. 根据权利要求16所述的电子设备,其特征在于,所述距离传感器为以下任意一种:The electronic device according to claim 16, wherein the distance sensor is any one of the following:
    激光测距传感器、激光雷达传感器、TOF飞行时间测距传感器、超声测距传感器、太赫兹测距传感器。Laser ranging sensor, lidar sensor, TOF time-of-flight ranging sensor, ultrasonic ranging sensor, terahertz ranging sensor.
  19. 根据权利要求15所述的电子设备,其特征在于,所述红外热成像测温装置包括红外传感器和处理器;The electronic device according to claim 15, wherein the infrared thermal imaging temperature measuring device comprises an infrared sensor and a processor;
    所述红外传感器用于获得热辐射分布图像;The infrared sensor is used to obtain a thermal radiation distribution image;
    所述处理器,用于从所述环境温度传感器获取所述环境温度的测量值,以及对所述热辐射分布图像进行物体识别,所述物体为参照物或目标被测物,基于所述参照物的热辐射能获得所述参照物的本体温度的测量值;基于所述目标被测物的热辐射能获得所述目标被测物的本体温度的测量值;基于所述指定参数确定所述参照物在所处环境温度下本体温度的参考值;确定所述参照物的本体温度的测量值与所述参照物的本体温度的参考值之间的修正值;以及基于所述修正值对目标被测物的本体温度的测量值进行修正。The processor is configured to obtain the measurement value of the environmental temperature from the environmental temperature sensor, and perform object recognition on the thermal radiation distribution image, where the object is a reference object or a target measured object, based on the reference The thermal radiation energy of the object can obtain the measured value of the body temperature of the reference object; the thermal radiation energy of the target object can obtain the measured value of the body temperature of the target object; the determination of the The reference value of the body temperature of the reference object at the ambient temperature; determining the correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object; and making the target based on the correction value The measured value of the body temperature of the measured object is corrected.
  20. 根据权利要求19所述的电子设备,其特征在于,所述电子设备还包括可见光传感器,用于获取可见光图像,所述可见光图像包括所述物体;The electronic device according to claim 19, wherein the electronic device further comprises a visible light sensor for acquiring a visible light image, the visible light image including the object;
    所述处理器,还用于从所述可见光传感器获取所述可见光图像,基于所述热辐射分布图像和所述可见光图像进行物体识别,识别出所述物体。The processor is further configured to obtain the visible light image from the visible light sensor, perform object recognition based on the thermal radiation distribution image and the visible light image, and recognize the object.
  21. 根据权利要求19所述的电子设备,其特征在于,所述物体识别的方式包括以下至少一种:The electronic device according to claim 19, wherein the object recognition method comprises at least one of the following:
    物体检测、语义分割。Object detection, semantic segmentation.
  22. 根据权利要求19所述的电子设备,其特征在于,所述处理器,还用于对所述热辐射分布图像进行以下至少一种预处理:The electronic device according to claim 19, wherein the processor is further configured to perform at least one of the following preprocessing on the thermal radiation distribution image:
    非均匀矫正、时域去噪、去除坏点、去除固定模式噪声、温度漂移补偿。Non-uniform correction, time domain denoising, removal of dead pixels, removal of fixed pattern noise, temperature drift compensation.
  23. 根据权利要求22所述的电子设备,其特征在于,所述处理器,还用于对预处理后的图像进行以下至少一种处理:The electronic device according to claim 22, wherein the processor is further configured to perform at least one of the following processing on the preprocessed image:
    对比度拉伸、细节增强。Contrast stretch and detail enhancement.
  24. 根据权利要求19所述的电子设备,其特征在于,所述红外传感器为以下任意一种:The electronic device according to claim 19, wherein the infrared sensor is any one of the following:
    远红外传感器、近红外传感器、制冷红外传感器、非制冷红外传感器。Far infrared sensor, near infrared sensor, refrigerated infrared sensor, uncooled infrared sensor.
  25. 根据权利要求15所述的电子设备,其特征在于,所述参照物与所述目标被测物为同一类别的物体。The electronic device according to claim 15, wherein the reference object and the target measured object are objects of the same type.
  26. 根据权利要求20所述的电子设备,其特征在于,所述电子设备还包括显示装置,用于显示所述热辐射分布图像和/或所述可见光图像。The electronic device according to claim 20, wherein the electronic device further comprises a display device for displaying the thermal radiation distribution image and/or the visible light image.
  27. 根据权利要求26所述的电子设备,其特征在于,所述显示装置,还用于显示修正后的所述目标被测物的本体温度的测量值。26. The electronic device according to claim 26, wherein the display device is further configured to display the corrected measurement value of the body temperature of the target object.
  28. 一种无人机,其特征在于,包括:An unmanned aerial vehicle, characterized in that it includes:
    机身;body;
    红外传感器,设置于所述机身上,用于获得热辐射分布图像;An infrared sensor, which is arranged on the fuselage and is used to obtain a heat radiation distribution image;
    环境温度传感器,设置于所述机身上,用于检测参照物所处环境的环境温度的测量值;An ambient temperature sensor, which is arranged on the body, and is used to detect the measured value of the ambient temperature of the environment in which the reference object is located;
    存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,所述存储器和所述处理器设置于所述机身内;A memory, a processor, and a computer program that is stored on the memory and can run on the processor, the memory and the processor are arranged in the body;
    所述红外传感器、所述环境温度传感器分别与所述处理器连接,所述存储器与所述处理器连接;The infrared sensor and the ambient temperature sensor are respectively connected to the processor, and the memory is connected to the processor;
    所述处理器执行所述程序时实现以下步骤:The processor implements the following steps when executing the program:
    获取参照物所处环境的环境温度的测量值以及所述参照物的本体温度的测量值;Acquiring the measured value of the ambient temperature of the environment in which the reference object is located and the measured value of the body temperature of the reference object;
    基于指定参数确定与所述参照物在所处环境温度下本体温度的参考值,所述指定参数包括不同环境温度下所述参照物的参考值;Determining a reference value of the body temperature of the reference object at an ambient temperature based on a designated parameter, the designated parameter including the reference value of the reference object at different ambient temperatures;
    确定所述参照物的本体温度的测量值与所述参照物的本体温度的参考值之间的修正值;Determining the correction value between the measured value of the body temperature of the reference object and the reference value of the body temperature of the reference object;
    基于所述修正值对目标被测物的本体温度的测量值进行修正,其中,所述目标被测物与所述参照物处于同一环境内。The measured value of the body temperature of the target measured object is corrected based on the corrected value, wherein the target measured object and the reference object are in the same environment.
  29. 根据权利要求28所述的无人机,其特征在于,The drone of claim 28, wherein:
    所述无人机还包括距离传感器,用于检测所述参照物的距离测量值;所述指定参数还包括参照物与所述距离传感器在不同距离下所述参照物的本体温度的参考值;The drone further includes a distance sensor for detecting the distance measurement value of the reference object; the designated parameter also includes a reference value of the body temperature of the reference object at different distances from the distance sensor;
    所述处理器执行所述程序时还实现以下步骤:The processor also implements the following steps when executing the program:
    从所述距离传感器获取所述参照物的距离测量值;基于所述指定参数确定所述参照物在所处环境温度和距离所述测距源所述距离测量值时本体温度的参考值。Obtain the distance measurement value of the reference object from the distance sensor; determine the reference value of the body temperature of the reference object at the ambient temperature and the distance measurement value from the distance measurement source based on the specified parameter.
  30. 根据权利要求28所述的无人机,其特征在于,所述参照物与所述目标被测物处于同一位置。The unmanned aerial vehicle according to claim 28, wherein the reference object and the target measured object are at the same position.
  31. 根据权利要求29所述的无人机,其特征在于,所述距离传感器为以下任意一种:The drone of claim 29, wherein the distance sensor is any one of the following:
    激光测距传感器、激光雷达传感器、TOF飞行时间测距传感器、超声测距传感器、太赫兹测距传感器。Laser ranging sensor, lidar sensor, TOF time-of-flight ranging sensor, ultrasonic ranging sensor, terahertz ranging sensor.
  32. 根据权利要求28所述的无人机,其特征在于,所述处理器执行所述程序时还实现以下步骤:The drone of claim 28, wherein the processor further implements the following steps when executing the program:
    对所述热辐射分布图像进行物体识别;Performing object recognition on the thermal radiation distribution image;
    基于所识别出的物体的热辐射能确定物体的测量值;其中所述物体为所述参照物或目标被测物。The measured value of the object is determined based on the thermal radiation energy of the identified object; wherein the object is the reference object or the target measured object.
  33. 根据权利要求32所述的无人机,其特征在于,所述无人机还包括可见光传感器,用于获取可见光图像,所述可见光图像包括所述物体;The unmanned aerial vehicle according to claim 32, wherein the unmanned aerial vehicle further comprises a visible light sensor for acquiring a visible light image, and the visible light image includes the object;
    所述处理器执行所述程序时还实现以下步骤:The processor also implements the following steps when executing the program:
    从所述可见光传感器获取所述可见光图像,基于所述热辐射分布图像和所述可见光图像进行物体识别,识别出所述物体。Obtain the visible light image from the visible light sensor, perform object recognition based on the thermal radiation distribution image and the visible light image, and recognize the object.
  34. 根据权利要求32所述的无人机,其特征在于,所述物体识别的方式包括以下至少一种:The unmanned aerial vehicle according to claim 32, wherein the object recognition method includes at least one of the following:
    物体检测、语义分割。Object detection, semantic segmentation.
  35. 根据权利要求32所述的无人机,其特征在于,所述处理器执行所述程序时还实现以下步骤:The drone of claim 32, wherein the processor further implements the following steps when executing the program:
    对所述热辐射分布图像进行以下至少一种预处理:Perform at least one of the following preprocessing on the thermal radiation distribution image:
    非均匀矫正、时域去噪、去除坏点、去除固定模式噪声、温度漂移补偿。Non-uniform correction, time domain denoising, removal of dead pixels, removal of fixed pattern noise, temperature drift compensation.
  36. 根据权利要求35所述的无人机,其特征在于,所述处理器执行所述程序时还实现以下步骤:The drone of claim 35, wherein the processor further implements the following steps when executing the program:
    对预处理后的图像进行以下至少一种处理:Perform at least one of the following processing on the preprocessed image:
    对比度拉伸、细节增强。Contrast stretch and detail enhancement.
  37. 根据权利要求28所述的无人机,其特征在于,所述红外传感器为以下任意一种:The drone of claim 28, wherein the infrared sensor is any one of the following:
    远红外传感器、近红外传感器、制冷红外传感器、非制冷红外传感器。Far infrared sensor, near infrared sensor, refrigerated infrared sensor, uncooled infrared sensor.
  38. 根据权利要求28所述的无人机,其特征在于,所述参照物与所述目标被测物为同一类别的物体。The drone of claim 28, wherein the reference object and the target measured object are objects of the same category.
  39. 根据权利要求33所述的无人机,其特征在于,所述无人机还包括显示器,用于显示所述热辐射分布图像和/或所述可见光图像。The drone of claim 33, wherein the drone further comprises a display for displaying the thermal radiation distribution image and/or the visible light image.
  40. 根据权利要求36所述的无人机,其特征在于,所述显示器,还用于显示修正后的所述目标被测物的本体温度的测量值。The drone of claim 36, wherein the display is also used to display the corrected measurement value of the body temperature of the target object.
  41. 一种计算机可读存储介质,其上存储有计算机程序,其特征在于,所述程序被处理器执行时实现权利要求1至14任一项中所述的红外热成像测温方法的步骤。A computer-readable storage medium having a computer program stored thereon, wherein the program is executed by a processor to implement the steps of the infrared thermal imaging temperature measurement method described in any one of claims 1 to 14.
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