WO2021253756A1 - Body temperature measurement method of mobile terminal device, and mobile terminal device and medium - Google Patents

Body temperature measurement method of mobile terminal device, and mobile terminal device and medium Download PDF

Info

Publication number
WO2021253756A1
WO2021253756A1 PCT/CN2020/135648 CN2020135648W WO2021253756A1 WO 2021253756 A1 WO2021253756 A1 WO 2021253756A1 CN 2020135648 W CN2020135648 W CN 2020135648W WO 2021253756 A1 WO2021253756 A1 WO 2021253756A1
Authority
WO
WIPO (PCT)
Prior art keywords
mobile terminal
temperature
terminal device
temperature measurement
image
Prior art date
Application number
PCT/CN2020/135648
Other languages
French (fr)
Chinese (zh)
Inventor
黄河
Original Assignee
中芯集成电路(宁波)有限公司上海分公司
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 中芯集成电路(宁波)有限公司上海分公司 filed Critical 中芯集成电路(宁波)有限公司上海分公司
Publication of WO2021253756A1 publication Critical patent/WO2021253756A1/en

Links

Classifications

    • 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
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/48Other medical applications
    • A61B5/4887Locating particular structures in or on the body
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/68Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6887Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient mounted on external non-worn devices, e.g. non-medical devices
    • A61B5/6898Portable consumer electronic devices, e.g. music players, telephones, tablet computers

Definitions

  • the invention belongs to the field of body temperature measurement, and in particular relates to a body temperature measurement method of a mobile terminal device, a mobile terminal device and a medium.
  • thermometers Existing body temperature measurement, commonly used thermometers, forehead thermometers, etc., all require special temperature measurement tools for measurement.
  • the existing infrared detection type temperature measuring device is often inaccurate in the position of the measuring point.
  • the position of the measuring point is only a rough position, such as the wrist or forehead, using manual methods. It is often impossible to accurately locate the temperature measurement point, so that the accuracy of the temperature measurement is not high, and manpower is wasted.
  • the infrared body temperature measurement used in places with a lot of people is by detecting the temperature of the entire human body. The equipment is large in size and costly, and it is not convenient to use in places with relatively small people.
  • embodiments of the present invention provide a body temperature measurement method of a mobile terminal device, a mobile terminal device, and a medium, which are portable, easy to use, and capable of accurately positioning temperature measurement points.
  • the present invention proposes a method for measuring body temperature of a mobile terminal device, the mobile terminal device includes a temperature detection unit and an imaging unit, and the method includes:
  • the reference coordinate system including an X axis and a Y axis;
  • the coordinates of the temperature detection unit in the reference coordinate system are set as the first coordinates, and the temperature detection unit is used to detect the temperature of the face in real time along a first direction, and the first direction is perpendicular to all the coordinates.
  • the present invention also provides a mobile terminal device, including:
  • the imaging unit is used to obtain an image of a human face along the first direction
  • a temperature detection unit configured to detect the temperature of the human face along the first direction
  • the storage unit stores: related information of a reference coordinate system, the related information of the reference coordinate system includes: X axis and Y axis, and the first direction is perpendicular to the plane where the X axis and the Y axis are located;
  • the coordinates of the temperature detection unit in the reference coordinate system are the first coordinates;
  • a processing unit determining that the coordinates of the image of the temperature measurement point of the face in the reference coordinate system are the second coordinates
  • a judging unit for judging whether the second coordinate and the first coordinate are coincident or substantially coincident; and judging whether the distance between the mobile terminal and the temperature measurement point in the first direction is within a preset range;
  • the display unit is configured to display the temperature value detected by the temperature inspection unit when the judgment result of the judgment unit is yes.
  • the present invention also provides a non-transitory computer-readable storage medium that stores computer instructions for making a computer perform body temperature measurement of the mobile terminal device of the first aspect method.
  • the imaging unit collects facial images in real time along the first direction
  • the temperature detection unit detects the temperature of the human face along the first direction.
  • the first direction is perpendicular to
  • the X-axis and Y-axis of the reference coordinate system are used to determine the second coordinate of the image of the temperature measurement point in the reference coordinate system based on the collected image of the face, and by judging whether the second coordinate and the first coordinate are in the reference coordinate system Coincident or substantially coincident, so as to determine whether the temperature measurement point and the temperature detection unit are aligned.
  • the detection value of the temperature detection unit is the effective temperature value, thereby realizing the temperature measurement of the face on the mobile terminal device Accurate positioning of points, so that accurate measurement can be achieved.
  • the method is used on a mobile terminal, so that people can use mobile terminal equipment such as mobile phones to measure temperature at any time, which is convenient and quick.
  • FIG. 1 is a step diagram of a method for measuring body temperature of a mobile terminal device according to the first embodiment of the present invention
  • FIG. 2 is a schematic structural diagram of a mobile terminal device according to the second embodiment of the present invention.
  • FIG. 3 is a schematic diagram of the relationship between functional units in a mobile terminal device according to the second embodiment of the present invention.
  • FIG. 4 is a reference diagram of the use of a mobile terminal device according to the second embodiment of the present invention.
  • thermometers At present, professional tools or equipment such as clinical thermometers, hand-held forehead thermometers, or infrared imaging devices are commonly used for body temperature measurement. It is very inconvenient for users to carry temperature measurement tools or perform daily temperature measurement.
  • the present invention integrates the temperature detection unit on the mobile terminal device, which can facilitate people's daily temperature measurement needs.
  • the present invention establishes a reference coordinate system and assigns the first coordinates of the temperature detection unit, and collects and determines the facial image by the imaging unit. For the image of the temperature measurement point, calculate and determine the second coordinate of the temperature measurement point in the set reference coordinate system. Because the direction of the imaging unit receiving light radiation is perpendicular to the plane of the reference coordinate system, and the converted first and second coordinates The coordinates can correspond to the projection of the temperature detection unit and the real physical position of the temperature measurement point on the XY plane along the first direction and have a specific and the same conversion relationship, and then determine whether the first coordinate and the second coordinate coincide or basically coincide to solve the problem. How to judge whether the temperature measurement point is aligned with the temperature detection unit is a technical problem, and then accurate body temperature measurement can be realized on the mobile terminal device.
  • FIG. 1 is a step diagram of a method for measuring body temperature of a mobile terminal device according to the first embodiment of the present invention
  • a method for measuring body temperature of a mobile terminal device includes a temperature detection unit and an imaging unit.
  • the method includes:
  • Step S1 Set a reference coordinate system, the reference coordinate system includes X axis and Y axis;
  • Step S2 Set the coordinates of the temperature detection unit in the reference coordinate system as the first coordinate.
  • the temperature detection unit is used to detect the temperature of the face in real time along the first direction, which is perpendicular to the plane where the X axis and the Y axis are located. ;
  • Step S3 Use the imaging unit to obtain real-time images of the human face along the first direction;
  • Step S4 Determine that the coordinates of the image of the temperature measurement point of the face in the reference coordinate system are the second coordinates;
  • Step S5 Determine whether the second coordinate and the first coordinate coincide or substantially coincide; and determine whether the distance between the mobile terminal device and the temperature measurement point in the first direction is within a preset range;
  • Step S6 If yes, output the temperature signal detected by the temperature detection unit.
  • the present invention collects human face images in real time through the imaging unit. Given the first coordinates of the temperature detection unit in the reference coordinate system, the second image of the temperature measurement point in the reference coordinate system is determined based on the collected images of the human face and face. Coordinates, by judging whether the second coordinate and the first coordinate coincide or basically coincide in the reference coordinate system, and then judge whether the temperature detection unit and the temperature measurement point are aligned. When it is judged that the temperature detection unit and the temperature measurement point are aligned, the temperature detection unit The detection value of is the effective temperature value, so as to realize the accurate positioning of the face temperature measurement point on the mobile terminal device, so as to realize the accurate body temperature measurement. Moreover, the method is used on a mobile terminal, so that people can use mobile terminal equipment such as mobile phones to measure temperature at any time, which is convenient and quick.
  • the imaging unit and the temperature detection unit are integrated on the mobile terminal device in advance, and the temperature measurement point is set to the central area of the forehead of the human face.
  • the imaging unit receives light radiation and the temperature detection unit receives infrared radiation. The target to be tested.
  • step S1 setting a reference coordinate system
  • the reference coordinate system includes an origin, an X axis, and a Y axis.
  • the image coordinate system (two-dimensional coordinate system) of the imaging unit can be set as the reference coordinate system, and the reference coordinate system includes the X axis and the Y axis; the origin coincides with the optical axis of the imaging unit.
  • the camera coordinate system of the imaging unit can also be set as the reference coordinate system, or the pixel coordinate system of the imaging unit can be set as the reference coordinate system, etc.
  • the foregoing multiple coordinate systems can be based on the lens of the imaging unit.
  • the parameters realize the corresponding coordinate conversion, so as long as the reference coordinate system satisfies one of the arbitrary coordinate systems belonging to the imaging unit itself, or the established reference coordinate system can have a known corresponding conversion relationship with any coordinate system of the imaging unit itself That's it.
  • the image coordinate system is selected as the reference coordinate system for real-time description.
  • the purpose of setting the reference coordinate system is to convert the physical position of the temperature measurement point to the second coordinate in the reference coordinate system according to the facial image obtained by the imaging unit, and to convert and store the physical position of the temperature detection unit at the same time.
  • the first coordinates in the same reference coordinate system for example, the coordinates (X0, Y0) of the temperature detection unit and the coordinates (Xt, Yt) of the temperature measurement point can be determined in the same reference coordinate system, due to the direction in which the imaging unit receives light radiation It is perpendicular to the plane where the X axis and the Y axis are located, and the converted first and second coordinates can correspond to the projection of the temperature detection unit and the real physical position of the temperature measurement point along the first direction on the XY plane and have a specific and the same conversion Therefore, when (X0, Y0) and (Xt, Yt) coincide or basically coincide in the reference coordinate system, it means that the temperature detection unit is basically directly opposite to the temperature measurement point.
  • step S2 Set the position of the temperature detection unit in the reference coordinate system as the first coordinate, and the temperature detection unit is used to detect the temperature of the face of the subject in real time along the first direction, the first direction being perpendicular to the X axis And the plane on which the Y axis lies.
  • the first coordinates of the temperature detection unit in the reference coordinate system are stored in advance.
  • the position of the temperature detection unit on the mobile terminal device is fixed, such as being arranged on the top of the mobile terminal device, that is, the coordinates of the temperature detection unit are relative to each other.
  • the position of the origin is unchanged, so it can be converted to the first coordinate in the reference coordinate system based on the physical fixed position of the temperature detection unit.
  • the first coordinate is recorded as (X0, Y0).
  • the temperature detection unit The temperature of the human face is measured in a first direction.
  • the first direction is parallel to the optical axis of the imaging unit.
  • step S3 using the imaging unit to obtain an image of the human face in the first direction in real time; and step S4: determining the position of the image of the temperature measurement point of the human face in the reference coordinate system as the second coordinate.
  • the method for determining the second coordinate may include the first method or the second method.
  • the basic principle of the first method is: acquiring a two-dimensional or three-dimensional image of a human face based on an imaging unit, recognizing a two-dimensional image or The feature points in the three-dimensional image that have a specific geometric relationship with the temperature measurement point (the center of the forehead) are calculated according to the coordinates of the feature point to calculate the second coordinates of the temperature measurement point;
  • the basic principle of the second method is: to obtain the face based on the imaging unit
  • the two-dimensional image or three-dimensional image is based on the trained face intelligent recognition algorithm model. After the face is recognized, based on the temperature measurement point position marked in the model, the temperature measurement point is directly located and the second temperature measurement point is calculated. coordinate.
  • the first method is described in detail below.
  • the method for determining the second coordinate of the first method includes:
  • Step AS41 Determine the image of the feature point of the face according to the image of the face, and the feature point has a specific geometric position relationship with the temperature measurement point;
  • Step AS42 Determine the coordinates of the feature point image in the reference coordinate system
  • Step AS43 Calculate the second coordinate of the image of the temperature measurement point according to the coordinates of the image of the characteristic point in the reference coordinate system.
  • the characteristic points may be eyes, and each eye is a characteristic point.
  • the feature information of the binoculars can be pre-stored in the mobile terminal device, and the images of the human face and the binocular feature information can be compared to identify the binoculars.
  • step AS42 after identifying the feature points, that is, after identifying the eyes, the coordinates of the eyes in the reference coordinate system are determined through a certain algorithm.
  • the second coordinate of the temperature measurement point that is, the center of the forehead
  • a certain algorithm such as a triangulation algorithm
  • the AI face recognition algorithm preset in the mobile terminal can be used to recognize the human face, that is, the face, and then recognize the first feature point and the second feature point, namely the eyes, and calculate that the eyes are imaging
  • the coordinates in the coordinate system are the third coordinate (X1, X1) and the fourth coordinate (X2, Y2).
  • the central area of the forehead is determined
  • the coordinates in the imaging coordinate system that is, the coordinates of the temperature measurement point in the imaging coordinate system are calculated as (Xt, Yt), where the optical parameters of the optical camera are fixed, so the physical coordinate system and the reference coordinate system of the face ( There is a fixed conversion relationship between the imaging coordinate system), and finally the coordinates of the temperature measurement point in the reference coordinate system are calculated through the fixed conversion relationship, that is, (Xt, Yt) can correspond to the real temperature measurement point relative to the mobile device Positional relationship.
  • the relevant feature point information of the face and the temperature measurement point (the center of the forehead) in the mobile terminal device collect a large number of face images, and calibrate the facial features in each image, such as eyes, eyebrows, ears, and mouth
  • the positions of feature points such as, nose, and facial contours, and establish a specific geometric position relationship between these feature points and the center of the forehead, and form training data samples for intelligent image algorithms (such as OPENCV, etc.).
  • OPENCV OPENCV, etc.
  • the characteristic points may also be two ears, and each ear is a characteristic point.
  • the determination of the coordinates of the temperature measuring point on the forehead can be achieved in a manner similar to that described above through the coordinates of the eyes, and the method is the same as the above, and will not be repeated here.
  • the feature points may also include at least two points of the face contour, as long as the two points are easy to identify and have a specific geometric position relationship with the forehead temperature measurement point.
  • the above method is used to determine the second coordinate of the forehead temperature measurement point by means of the coordinates of the eyes, which will not be repeated here.
  • the above method can also be used to measure ear temperature.
  • the temperature measurement point is the ear canal; the characteristic points include at least two points of the ear contour.
  • the second coordinate of the ear canal temperature measurement point can be determined in a manner similar to the above-mentioned method of using the coordinates of the eyes, which will not be repeated here.
  • the face of the human face can be the front of the entire human face or the front of a partial human face including feature points and temperature measurement points, or it can be the side of the human face or include feature points and temperature measurement points.
  • the side surface of the partial face when it is the front of the face or the front of the partial face including feature points and temperature measurement points, can be used to measure the forehead temperature.
  • the imaging unit mainly photographs the contour of the human ear to prepare for the temperature detection unit to measure the ear temperature.
  • the second method is described in detail below.
  • the method for determining the second coordinate of the second method includes:
  • Step BS41 Identify the temperature measurement point image of the face image based on the characteristics of the temperature measurement point, and the characteristics of the temperature measurement point include at least one of a shape and an image feature;
  • Step BS42 Determine the second coordinate of the temperature measurement point image in the reference coordinate system based on the recognized image of the temperature measurement point.
  • step BS41 based on the inherent characteristics of the temperature measurement point itself, such as shape, image features, etc., directly locate and identify the image of the temperature measurement point in the acquired face;
  • step BS42 after the image of the temperature measurement point is recognized, the coordinates of the temperature measurement point in the reference system are directly calculated.
  • the two-dimensional or three-dimensional image of the human face is acquired in real time through the imaging unit. After the overall image of the human face is acquired, the location of the temperature measurement point (such as the forehead) is directly located based on the intelligent recognition algorithm , And then determine its second coordinate in the reference coordinate system.
  • the location of the temperature measurement point (such as the forehead) is directly located based on the intelligent recognition algorithm , And then determine its second coordinate in the reference coordinate system.
  • the intelligent image algorithm can automatically identify and locate the location of the forehead area, and then directly determine the temperature measurement point of the forehead Location.
  • the acquisition of the two-dimensional image of the human face can be achieved by using a monocular optical camera or a double-sided optical camera, and the three-dimensional image of the human face can be acquired by a TOF sensor or a 3D structured light sensor as an imaging unit.
  • the principle of real-time acquisition of the three-dimensional image of the human face through the TOF sensor is: the TOF camera continuously emits the laser dot matrix to the human face, and at the same time records the return time of the reflected light, and calculates the human face based on the return time of the reflected light
  • the depth information is based on the TOF three-dimensional reconstruction algorithm to obtain the three-dimensional image of the detected object.
  • the TOF sensor includes a laser emitting source and a CCD receiver.
  • the basic principle is that the laser emitting source emits multiple lasers with a certain viewing angle, where each laser has a duration of dt (from t1 to t2), and each pixel of the CCD
  • Two synchronous trigger switches S1 (t1 to t2) and S2 (t2 to t2+dt) are used to control the period of time during which the charge holding element of each pixel collects the reflected light intensity, and the responses C1 and C2 are obtained.
  • a three-dimensional image of a human face can be established by the existing TOF three-dimensional reconstruction algorithm.
  • the central area of the forehead can be accurately identified according to the overall three-dimensional structure of the human face.
  • the second coordinate (Xt, Yt) of the temperature measuring point in the reference coordinate system can be easily calculated. It should be noted that face recognition through the TOF sensor is an existing mature technology, which is easily implemented by those skilled in the art, and will not be repeated here.
  • the principle of obtaining three-dimensional images of human faces in real time through a 3D structured light camera is: the 3D structured light camera emits continuous and structurally characteristic laser speckles (continuous non-pulsed surface light source) to the face and face, and at the same time through the 3D structured light
  • the optical camera in the camera collects the image of the laser speckle, and the image based on the laser speckle obtains the three-dimensional image of the detected object through the 3D structured light three-dimensional reconstruction algorithm.
  • the basic principle of using a 3D structured light camera to build a three-dimensional image is: sending laser speckles to the face, and random diffraction spots formed when the laser hits rough objects or penetrates ground glass.
  • the spatial distribution of the speckle pattern needs to be calibrated for the light source in advance. For example, at intervals of a distance, such as 10cm, take a reference plane and record the speckle pattern on the reference plane. Within a recognizable distance range, multiple different speckle patterns will be recorded.
  • a speckle image of a human face take a speckle image of a human face, and perform cross-correlation calculations between this image and multiple pre-stored reference images in turn to obtain multiple correlation images, and the human face in the space The position of the part will show the peak value on the correlation image. By superposing and interpolating these peaks, a three-dimensional image of the entire human face can be obtained.
  • the central area of the forehead can be accurately identified according to the overall three-dimensional structure of the face, and then the second coordinates (Xt, Yt) of the temperature measurement point in the reference coordinate system can be easily calculated based on the position of the temperature measurement point on the forehead.
  • face recognition based on a 3D structured light camera is an existing mature technology, which can be easily implemented by a person skilled in the art, and will not be repeated here.
  • step S5 judging whether the second coordinate and the first coordinate coincide or substantially coincide in the first direction; and judging whether the distance between the mobile terminal and the temperature measurement point in the first direction is within a preset range.
  • the method for judging whether the second coordinate and the first coordinate coincide or substantially coincide in the first direction is: based on the X value and Y value in the first coordinate (X0, Y0) and the second coordinate (Xt, Yt), namely It can be judged whether the first coordinate and the second coordinate coincide or basically coincide in the reference coordinate system, and then judge whether the temperature measurement point (the center of the forehead) is aligned with the temperature detection unit.
  • S51 Acquire the distance between the temperature measurement point of the face and the mobile terminal in real time
  • S53 Determine whether the measured distance is within the preset range.
  • the temperature detection unit adopts the existing infrared temperature sensor, and the infrared temperature sensor includes an infrared heat pile for receiving the thermal radiation of the human face, so it is judged whether the distance between the temperature measurement point and the temperature detection unit is within the preset range That is, it is judged whether the detection is within the range of the depth of field of the infrared temperature sensor, optionally, the range of the depth of field is 0 cm to 50 cm.
  • the method for obtaining the distance between the temperature measurement point of the human face and the mobile terminal in real time may be:
  • the distance between the temperature detection unit and the temperature measurement point along the first direction is estimated according to the image of the characteristic point. Specifically, when the imaging unit adopts an optical monocular camera, the distance between the face and the imaging unit can be estimated using the existing triangulation method based on the lens focal length in the lens parameters of the optical monocular camera, and then the distance between the face and the imaging unit can be estimated. The distance between the temperature detection unit and the temperature measurement point.
  • the distance measurement based on the optical binocular camera is currently generally used for high-precision measurement at close distances.
  • the basic principle is that the two cameras in the optical binocular camera simultaneously collect two facial images. Based on the phase difference (parallax) between the face and the face in the two images, the distance between the face and the face is calculated to determine whether the distance between the mobile terminal and the temperature measurement point in the first direction is within a preset range.
  • the distance measurement of the binocular camera is an existing mature technology, which can be easily realized by those skilled in the art and will not be repeated here.
  • a preset distance sensor in the mobile terminal device is used to detect the distance between the temperature measurement point and the mobile terminal device.
  • distance measurement is performed by integrating a distance sensor for assisting distance measurement on the mobile terminal.
  • the distance sensor can be a laser radar, a TOF sensor, or an infrared distance sensor.
  • the distance sensor also performs distance measurement along the first direction.
  • the distance between the preset distance sensor and the temperature measurement point (or between the real-time measurement and the temperature measurement point) is measured by the preset distance sensor.
  • the distance between the temperature detection unit and the temperature measurement point in the first direction can be determined more accurately whether the distance in the first direction is within the preset range.
  • the imaging unit is an optical monocular camera, it is preferable to use a distance sensor for auxiliary ranging to achieve accurate ranging.
  • the third way is:
  • the distance between the temperature detection unit and the temperature measurement point is estimated based on the acquired depth information of the human face.
  • the distance to the temperature measurement point can be directly estimated, that is, the distance between the temperature detection unit and the temperature measurement point can be estimated based on the return time of the reflected light at the temperature measurement point in the three-dimensional image.
  • the imaging unit is a 3D structure sensor
  • the depth information of the human face has already been acquired when the three-dimensional image of the human face is established, so the distance to the temperature measurement point can be directly estimated. That is, based on the image information of the laser speckle at the temperature measurement point in the three-dimensional image, the distance between the imaging unit and the temperature measurement point is calculated, and then the distance between the temperature detection unit and the temperature measurement point in the first direction is estimated.
  • the ranging principle of the TOF sensor and the 3D structured light sensor please refer to the content of the aforementioned three-dimensional imaging principle of the TOF sensor and the 3D structured light sensor, which will not be repeated here.
  • the calculated distance between the temperature detection unit and the temperature measurement point along the first direction is compared with the preset range (that is, the depth of field range of the temperature detection unit); and then it is judged whether the measured distance is within Within the preset range.
  • the depth of field range of the temperature detection unit in this embodiment is 0-50cm.
  • the measured or calculated distance is less than 50cm, it means that the temperature measuring point of the face or forehead is within the preset depth of field (effective temperature measurement distance) If the distance is greater than 50cm, it is judged to exceed the depth of field range.
  • step S6 if yes, output the temperature signal detected by the temperature detection unit.
  • the screen of the mobile terminal device can be used to display relevant information, and output the temperature signal monitored by the temperature detection unit.
  • the detected temperature signal is an effective temperature signal; otherwise, it is an invalid temperature signal.
  • the temperature measurement point when it is satisfied that the temperature measurement point is accurately identified and the temperature measurement point is aligned with the temperature detection unit, and the temperature measurement point is within the depth of field of the temperature detection unit, the temperature measurement point can be recorded in the mobile terminal device ( The detection value of the forehead) is the effective temperature value and displayed to the user to achieve accurate body temperature measurement. If the temperature measurement point is not accurately identified, misaligned (the temperature measurement point and the temperature detection unit do not basically coincide in the first direction), the distance between the temperature detection unit and the temperature measurement point is not within any one of the preset ranges If the item is not satisfied, the measured temperature is invalid temperature value, and the measured temperature value may not be measured or displayed.
  • FIG. 2 is a schematic structural diagram of a mobile terminal device according to Embodiment 1 of the present invention
  • FIG. 3 is a working flow diagram of each functional unit in a mobile terminal device according to Embodiment 2 of the present invention.
  • a mobile terminal device 1 includes:
  • the imaging unit 2 is used to obtain an image of a human face along a first direction
  • the temperature detection unit 3 is used to detect the temperature of the human face along the first direction
  • the storage unit 4 stores: related information of the reference coordinate system, the related information of the reference coordinate system includes: X axis, Y axis; the first direction is perpendicular to the plane where the X axis and the Y axis are located; the temperature detection unit 3 The first coordinate in the reference coordinate system;
  • the processing unit 5 determines the position of the image of the temperature measurement point of the human face in the reference coordinate system as the second coordinate;
  • the judging unit 6 is used to judge whether the second coordinate and the first coordinate are coincident or substantially coincident; and judging whether the distance between the mobile terminal 1 and the temperature measuring point 8 along the first direction is within a preset range;
  • the display unit 7 displays the temperature value detected by the temperature inspection unit 3 when the judgment result of the judgment unit 6 is yes.
  • the imaging unit 2 includes at least one of an optical monocular camera, an optical binocular camera, a TOF sensor, and a 3D structured light sensor.
  • the real-time facial images obtained by the optical monocular camera and the optical binocular camera are two-dimensional images
  • the facial images obtained by the TOF sensor and the 3D structured light sensor are three-dimensional images.
  • the temperature detection unit 3 is an existing infrared temperature sensor, and the infrared temperature sensor includes an infrared heat pile for receiving the thermal radiation of the human face.
  • the preset range is the depth of field (effective temperature measurement distance) of the temperature detection unit 3, and optionally, the range of the depth of field is 0 cm to 50 cm. It should be noted that the depth of field of the temperature detection unit 3 can be selected according to actual design requirements of temperature sensors (thermal pile chips) with different depth ranges, which will not be repeated here.
  • the processing unit 5 includes:
  • the first determining subunit 501 is configured to determine the image of the feature point of the face and face according to the image of the face and face acquired by the imaging unit 2, and the storage unit 4 also stores the specific geometric position relationship between the feature point and the temperature measurement point 8;
  • the second determining subunit 502 is configured to determine the coordinates of the image of the feature point in the reference coordinate system according to the image of the feature point determined by the first determining unit;
  • the third determining subunit 503 is used to obtain the geometric position relationship, and calculate the second coordinate of the temperature measurement point image according to the coordinates of the feature point image in the reference coordinate system and the geometric position relationship.
  • the judging unit 6 includes:
  • the first sub-judgment unit 601 is used to judge whether the second coordinate and the first coordinate coincide or substantially coincide in the reference coordinate system;
  • the second sub-judging unit 602 is used for judging whether the distance between the mobile terminal device 1 and the temperature measuring point 8 along the first direction is within a preset range;
  • the output unit 603 outputs a judgment signal.
  • the judgment signal is an effective temperature signal; the judgment results of the first sub judgment unit and the second sub judgment unit When both are no, the judgment signal is an invalid temperature signal.
  • the temperature measuring point 8 is the central area of the forehead
  • the characteristic points are the eyes, and each eye is a characteristic point; in other embodiments, the characteristic points may also be both ears, and each ear is a characteristic point, or the characteristic points include At least two points of the face contour.
  • the temperature measurement point is the ear canal; the characteristic points include at least two points of the ear contour.
  • a temperature measurement point recognition unit 504 configured to recognize the temperature measurement point 8 image of the face image according to the characteristics of the temperature measurement point 8, and determine the temperature measurement point 8 based on the recognized image of the temperature measurement point 8
  • the second coordinate of the image of the temperature point 8 in the reference coordinate system; the characteristics of the temperature measurement point 8 include at least one of a shape and an image feature.
  • the reference coordinate system is the image coordinate system of the imaging unit 2. In other embodiments, the reference coordinate system may also be the camera coordinate system or the pixel coordinate system of the imaging unit 2.
  • the first coordinate is determined based on the position of the temperature detection unit 3 in the mobile terminal device 1 and stored in the storage unit 4 in advance; in other embodiments, the first coordinate is based on the temperature detection unit 3 and the imaging unit 2 The physical relative position of is determined and stored in the storage unit 4 in advance.
  • a distance acquisition unit 9 is further included.
  • the distance between the temperature detection unit and the temperature measurement point in the first direction can be estimated according to the image coordinates of the feature point; or, when the mobile terminal device is preset
  • the distance sensor is directly used to detect the distance between the temperature measuring point 8 and the mobile terminal device 1; or, when the image acquired by the imaging unit 2 is a three-dimensional image, it is estimated based on the depth information of the acquired face
  • the distance sensor 10 may be an infrared distance sensor, a TOF sensor, a lidar, etc., preset on the top of the mobile device.
  • the optical monocular camera it is preferable to configure an infrared distance sensor to measure the distance between the temperature measuring points 8.
  • the distance sensor may not be configured, and the existing binocular distance measurement algorithm is directly used Realize the distance measurement of the temperature measuring point 8; when the TOF sensor or 3D structured light sensor is selected as the imaging unit, since the acquired 3D facial image includes depth information, it is not necessary to configure the distance sensor, and can directly estimate the mobile terminal device The distance between 1 and the temperature measuring point 8.
  • the principles of binocular distance measurement, TOF sensor distance measurement, and 3D structured light sensor distance measurement refer to Embodiment 1, and will not be repeated here.
  • the mobile terminal device 1 can be an existing mobile terminal device, such as a mobile phone, a tablet computer, etc., in terms of hardware, the temperature detection unit 3 is integrated into the existing mobile terminal device, and then the mobile terminal is used
  • the existing optical camera and binocular camera in the equipment, or add TOF sensor, 3D structured light camera, etc. as the imaging unit 2 use the memory chip (RAM ⁇ ROM) in the mobile terminal device as the storage unit 4, and use the mobile terminal device
  • the screen is used as the display unit 7 to display information such as the face image and the detected temperature value.
  • the processing unit 5, the judgment unit 6 and other functional modules are integrated in the processing chip system (CPU, GPU) of the mobile terminal device, and the mobile terminal
  • the system of the terminal equipment integrates existing or developed and designed intelligent face recognition, three-dimensional reconstruction and other related algorithms to realize the image recognition of the face and face, thereby realizing the scheme of the present invention. It is also possible to develop a separate temperature detection terminal device according to the scheme of the present invention, which integrates the imaging unit 2, the temperature detection unit 3, the display unit 5, the recognition processing unit 4, and the image recognition algorithm to implement the scheme of the present invention. Application requirements are developed and designed, so I won’t repeat them here.
  • Fig. 4 is a reference diagram for use of a mobile terminal device according to the second embodiment of the present invention.
  • the screen of the mobile terminal device 1 is used to display relevant information, prompting the distance of moving the measured object, so that the relative distance between the mobile terminal device 1 and the measured object is within the focal length of the imaging unit 2 or the temperature detection unit 3
  • Between depths of field for example, adjust the position of the mobile terminal device 1 to be close to the human face, or adjust the position of the human face to be close to the mobile terminal device 1.
  • a reminder message is displayed on the display screen of the mobile terminal device 1 to remind the person to stay away from the mobile terminal device 1, or when the person and the mobile terminal device 1
  • a reminder message is displayed on the display screen of the mobile terminal device 1 to remind the person to approach the mobile terminal device 1.
  • the second coordinate of the temperature measuring point 8 is calculated, and the temperature measuring point 8 is accurately recognized, and the temperature measuring point 8 is aligned with the temperature detecting unit 3 and the temperature measuring point 8 is in the temperature detecting unit
  • the detection value of the temperature measuring point 8 (forehead) can be recorded in the mobile terminal device 1 and displayed to the user to achieve accurate body temperature measurement.
  • the temperature detection unit 3 yuan and the temperature measurement point If the distance between 8 is not within the preset range, any one of the items is not satisfied, the measured temperature is invalid temperature value, and the measured temperature value may not be measured or displayed.
  • a non-transitory computer-readable storage medium stores computer instructions for causing a computer to execute the body temperature measurement method of a mobile terminal device of the first embodiment.
  • non-transitory computer-readable instructions are stored thereon.
  • the non-transitory computer-readable instruction is executed by the processor, all or part of the steps of the method in the first embodiment of the present invention are executed.
  • the aforementioned computer-readable storage media include, but are not limited to: optical storage media (for example: CD-ROM and DVD), magneto-optical storage media (for example: MO), magnetic storage media (for example: magnetic tape or mobile hard disk), Rewrite non-volatile memory media (for example: memory card) and media with built-in ROM (for example: ROM cartridge).
  • optical storage media for example: CD-ROM and DVD
  • magneto-optical storage media for example: MO
  • magnetic storage media for example: magnetic tape or mobile hard disk
  • Rewrite non-volatile memory media for example: memory card
  • media with built-in ROM for example: ROM cartridge
  • the present invention collects facial images in real time through the imaging unit, and at the same time uses the coordinate system of the imaging unit as the reference coordinate system. Given the first coordinates of the temperature detection unit in the reference coordinate system, it is based on the collected facial images. Identify the second coordinate of the temperature measurement point in the reference coordinate system, by judging whether the second coordinate and the first coordinate coincide or basically coincide in the reference coordinate system, when it is judged to be coincident or substantially coincident, the detection value of the temperature detection unit is Effective temperature value, so as to realize the accurate measurement of the face and face temperature measurement points on the mobile terminal device, and can realize the convenient and easy-to-use accurate body temperature detection of the face and face.

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Biomedical Technology (AREA)
  • Veterinary Medicine (AREA)
  • Medical Informatics (AREA)
  • Physics & Mathematics (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Multimedia (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)

Abstract

A body temperature measurement method of a mobile terminal device, and a mobile terminal device and a medium. The mobile terminal device comprises a temperature measurement unit and an imaging unit. The method comprises: setting a reference coordinate system, wherein the reference coordinate system comprises an X axis and a Y axis (S1); setting coordinates of a temperature measurement unit in the reference coordinate system as first coordinates, wherein the temperature measurement unit is used for measuring the temperature of a human face in real time in a first direction, and the first direction is perpendicular to a plane where the X axis and the Y axis are located (S2); acquiring an image of the human face in real time in the first direction by using an imaging unit (S3); determining the coordinates of the image of a temperature measurement point of the human face in the reference coordinate system to be second coordinates (S4); determining whether the second coordinates are overlapped or basically overlapped with the first coordinates, and determining whether the distance between a mobile terminal device and the temperature measurement point in the first direction is within a preset range (S5); and if so, outputting a temperature signal detected by the temperature measurement unit (S6). Convenient, quick and accurate body temperature measurement is thus implemented on a mobile terminal device.

Description

移动终端设备的体温测量方法、移动终端设备及介质Method for measuring body temperature of mobile terminal equipment, mobile terminal equipment and medium 技术领域Technical field
本发明属于体温测量领域,尤其涉及一种移动终端设备的体温测量方法、移动终端设备及介质。The invention belongs to the field of body temperature measurement, and in particular relates to a body temperature measurement method of a mobile terminal device, a mobile terminal device and a medium.
背景技术Background technique
现有的体温测量方面,常用的有温度计、额温计等,均需要有专门的测温工具进行测量。Existing body temperature measurement, commonly used thermometers, forehead thermometers, etc., all require special temperature measurement tools for measurement.
技术问题technical problem
对于用户而言携带测温工具或日常测温非常不便。同时现有的红外检测类测温装置对测量点的位置往往不精确,例如采用手持额温枪对人体测温时,测量点的位置只是一个大概的位置,如腕部或额头,采用人工方式往往无法精确的定位到测温点,从而使得测量的温度精确度不高,且浪费人力。而在人流多的地方使用的红外体温测量是通过对整个人体的温度进行检测,设备体积大,成本较高,且不便于在人流相对小的地方使用。It is very inconvenient for users to carry temperature measurement tools or daily temperature measurement. At the same time, the existing infrared detection type temperature measuring device is often inaccurate in the position of the measuring point. For example, when a hand-held forehead thermometer is used to measure the temperature of the human body, the position of the measuring point is only a rough position, such as the wrist or forehead, using manual methods. It is often impossible to accurately locate the temperature measurement point, so that the accuracy of the temperature measurement is not high, and manpower is wasted. The infrared body temperature measurement used in places with a lot of people is by detecting the temperature of the entire human body. The equipment is large in size and costly, and it is not convenient to use in places with relatively small people.
因此需要提出一种便携、易用且能够精确定位测温点的体温测量方法。Therefore, it is necessary to propose a body temperature measurement method that is portable, easy to use, and can accurately locate the temperature measurement point.
技术解决方案Technical solutions
为解决上述问题,本发明实施例提供了一种移动终端设备的体温测量方法、移动终端设备及介质,实现便携、易用且能够精确定位测温点。In order to solve the above-mentioned problems, embodiments of the present invention provide a body temperature measurement method of a mobile terminal device, a mobile terminal device, and a medium, which are portable, easy to use, and capable of accurately positioning temperature measurement points.
为实现上述目的,第一方面,本发明提出了一种移动终端设备的体温测量方法,所述移动终端设备包括温度检测单元和成像单元,所述方法包括:In order to achieve the foregoing objectives, in the first aspect, the present invention proposes a method for measuring body temperature of a mobile terminal device, the mobile terminal device includes a temperature detection unit and an imaging unit, and the method includes:
设定参考坐标系,所述参考坐标系包括X轴和Y轴;Setting a reference coordinate system, the reference coordinate system including an X axis and a Y axis;
设定所述温度检测单元在所述参考坐标系中的坐标为第一坐标,所述温度检测单元用于沿第一方向实时检测所述人脸面部的温度,所述第一方向垂直于所述X轴和所述Y轴所在的平面;The coordinates of the temperature detection unit in the reference coordinate system are set as the first coordinates, and the temperature detection unit is used to detect the temperature of the face in real time along a first direction, and the first direction is perpendicular to all the coordinates. The plane where the X axis and the Y axis are located;
利用所述成像单元沿所述第一方向实时获取所述人脸面部的影像;Acquiring the image of the human face in real time along the first direction by using the imaging unit;
确定所述人脸面部的测温点的影像在所述参考坐标系中的坐标为第二坐标;Determining that the coordinates of the image of the temperature measurement point of the human face in the reference coordinate system are the second coordinates;
判断所述第二坐标与所述第一坐标是否重合或基本重合;以及,判断移动终端与所述测温点沿所述第一方向的距离是否在预设范围之内;Judging whether the second coordinate and the first coordinate are coincident or substantially coincident; and judging whether the distance between the mobile terminal and the temperature measurement point along the first direction is within a preset range;
若是,则输出所述温度检测单元检测到的温度信号。If yes, output the temperature signal detected by the temperature detection unit.
第二方面,本发明还还提出一种移动终端设备,包括:In the second aspect, the present invention also provides a mobile terminal device, including:
成像单元,用于沿第一方向获取人脸面部的影像;The imaging unit is used to obtain an image of a human face along the first direction;
温度检测单元,用于沿所述第一方向检测所述人脸面部的温度;A temperature detection unit, configured to detect the temperature of the human face along the first direction;
存储单元,存储:参考坐标系的相关信息,所述参考坐标系的相关信息包括:X轴和Y轴,所述第一方向垂直于所述X轴和所述Y轴所在的平面;所述温度检测单元位于所述参考坐标系中的坐标为第一坐标;The storage unit stores: related information of a reference coordinate system, the related information of the reference coordinate system includes: X axis and Y axis, and the first direction is perpendicular to the plane where the X axis and the Y axis are located; The coordinates of the temperature detection unit in the reference coordinate system are the first coordinates;
处理单元,确定所述人脸面部的测温点的影像在所述参考坐标系中的坐标为第二坐标;A processing unit, determining that the coordinates of the image of the temperature measurement point of the face in the reference coordinate system are the second coordinates;
判断单元,用于判断所述第二坐标与所述第一坐标是否重合或基本重合;以及,判断移动终端与所述测温点沿第一方向的距离是否在预设范围之内;A judging unit for judging whether the second coordinate and the first coordinate are coincident or substantially coincident; and judging whether the distance between the mobile terminal and the temperature measurement point in the first direction is within a preset range;
显示单元,用于在所述判断单元判断结果为是时,显示所述温度检查单元检测出的温度值。The display unit is configured to display the temperature value detected by the temperature inspection unit when the judgment result of the judgment unit is yes.
第三方面,本发明还提出一种非暂态计算机可读存储介质,该非暂态计算机可读存储介质存储计算机指令,该计算机指令用于使计算机执行第一方面的移动终端设备的体温测量方法。In a third aspect, the present invention also provides a non-transitory computer-readable storage medium that stores computer instructions for making a computer perform body temperature measurement of the mobile terminal device of the first aspect method.
有益效果Beneficial effect
本发明的有益效果在于:The beneficial effects of the present invention are:
本发明通过成像单元沿第一方向实时采集人脸面部影像,温度检测单元沿第一方向检测人脸面部的温度,给定温度检测单元在参考坐标系中的第一坐标,第一方向垂直于参考坐标系的X轴和Y轴,基于采集的人脸面部的影像确定出测温点的影像在参考坐标系中的第二坐标,通过判断第二坐标与第一坐标是否在参考坐标系中重合或基本重合,从而判断测温点和温度检测单元是否对准,当判断为重合或基本重合时温度检测单元的检测值为有效温度值,从而实现在移动终端设备上对人脸面部测温点的精确定位,从而可以实现精确测量。而且,该方法用在移动终端上,也方便人们可以利用移动终端设备例如手机等随时进行测温,方便快捷。In the present invention, the imaging unit collects facial images in real time along the first direction, and the temperature detection unit detects the temperature of the human face along the first direction. Given the first coordinates of the temperature detection unit in the reference coordinate system, the first direction is perpendicular to The X-axis and Y-axis of the reference coordinate system are used to determine the second coordinate of the image of the temperature measurement point in the reference coordinate system based on the collected image of the face, and by judging whether the second coordinate and the first coordinate are in the reference coordinate system Coincident or substantially coincident, so as to determine whether the temperature measurement point and the temperature detection unit are aligned. When it is judged to be coincident or substantially coincident, the detection value of the temperature detection unit is the effective temperature value, thereby realizing the temperature measurement of the face on the mobile terminal device Accurate positioning of points, so that accurate measurement can be achieved. Moreover, the method is used on a mobile terminal, so that people can use mobile terminal equipment such as mobile phones to measure temperature at any time, which is convenient and quick.
附图说明Description of the drawings
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例或现有技术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发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to explain the embodiments of the present invention or the technical solutions in the prior art more clearly, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the drawings in the following description are only These are some embodiments of the present invention. For those of ordinary skill in the art, other drawings can be obtained based on these drawings without creative work.
图1为本发明实施例一的一种移动终端设备体温测量方法的步骤图;FIG. 1 is a step diagram of a method for measuring body temperature of a mobile terminal device according to the first embodiment of the present invention;
图2为本发明实施例二的一种移动终端设备结构示意图;2 is a schematic structural diagram of a mobile terminal device according to the second embodiment of the present invention;
图3为本发明实施例二的一种移动终端设备中各功能单元关系意图;FIG. 3 is a schematic diagram of the relationship between functional units in a mobile terminal device according to the second embodiment of the present invention;
图4为本发明实施例二的一种移动终端设备的使用参考图;FIG. 4 is a reference diagram of the use of a mobile terminal device according to the second embodiment of the present invention;
附图标记说明:Description of reference signs:
图2和图3中:In Figure 2 and Figure 3:
1、移动终端设备;2、成像单元;3、温度检测单元;4、存储单元;5、处理单元;501、第一确定子单元;502、第二确定子单元;503、第三确定子单元;504、测温点识别单元;6、判断单元;601、第一子判断单元;602、第二子判断单元;603、输出单元;7、显示单元;8、测温点;9、距离获取单元;10、距离传感器。1. Mobile terminal equipment; 2. Imaging unit; 3. Temperature detection unit; 4. Storage unit; 5. Processing unit; 501, First determination subunit; 502, Second determination subunit; 503, Third determination subunit 504, temperature measurement point identification unit; 6, judgment unit; 601, first sub-judgment unit; 602, second sub-judgment unit; 603, output unit; 7, display unit; 8, temperature measurement point; 9, distance acquisition Unit; 10. Distance sensor.
本发明的实施方式Embodiments of the present invention
目前对于体温测量普遍采用体温计、手持额温计或红外成像设备等专业工具或设备,对于用户而言携带测温工具或日常测温非常不便。本发明将温度检测单元集成在移动终端设备上,能够便于人们日常的测温需求。At present, professional tools or equipment such as clinical thermometers, hand-held forehead thermometers, or infrared imaging devices are commonly used for body temperature measurement. It is very inconvenient for users to carry temperature measurement tools or perform daily temperature measurement. The present invention integrates the temperature detection unit on the mobile terminal device, which can facilitate people's daily temperature measurement needs.
为了实现精确体温测量,涉及将温度检测单元与测温点的对准的技术问题,本发明通过建立参考坐标系并给定温度检测单元的第一坐标,通过成像单元采集人脸面部图像并确定测温点的影像,在设定的参考坐标系内计算并确定测温点的第二坐标,由于成像单元接收光辐射的方向垂直于参考坐标系所在平面,且转换的第一坐标和第二坐标能够与温度检测单元和测温点真实物理位置沿第一方向在X-Y平面的投影相对应并具有特定且相同的转换关系,然后通过判断第一坐标与第二坐标是否重合或基本重合,解决如何判断测温点是否与温度检测单元对准的技术问题,进而能够在移动终端设备上实现精确的体温测量。In order to achieve accurate body temperature measurement, it involves the technical problem of aligning the temperature detection unit with the temperature measurement point. The present invention establishes a reference coordinate system and assigns the first coordinates of the temperature detection unit, and collects and determines the facial image by the imaging unit. For the image of the temperature measurement point, calculate and determine the second coordinate of the temperature measurement point in the set reference coordinate system. Because the direction of the imaging unit receiving light radiation is perpendicular to the plane of the reference coordinate system, and the converted first and second coordinates The coordinates can correspond to the projection of the temperature detection unit and the real physical position of the temperature measurement point on the XY plane along the first direction and have a specific and the same conversion relationship, and then determine whether the first coordinate and the second coordinate coincide or basically coincide to solve the problem. How to judge whether the temperature measurement point is aligned with the temperature detection unit is a technical problem, and then accurate body temperature measurement can be realized on the mobile terminal device.
下面将更详细地描述本发明的优选实施方式。虽然以下描述了本发明的优选实施方式,然而应该理解,可以以各种形式实现本发明而不应被这里阐述的实施方式所限制。The preferred embodiments of the present invention will be described in more detail below. Although the preferred embodiments of the present invention are described below, it should be understood that the present invention can be implemented in various forms and should not be limited by the embodiments set forth herein.
实施例一Example one
图1为本发明实施例一的一种移动终端设备体温测量方法的步骤图;FIG. 1 is a step diagram of a method for measuring body temperature of a mobile terminal device according to the first embodiment of the present invention;
如图1所示,一种移动终端设备体温测量方法,移动终端设备包括温度检测单元和成像单元,方法包括:As shown in Fig. 1, a method for measuring body temperature of a mobile terminal device. The mobile terminal device includes a temperature detection unit and an imaging unit. The method includes:
步骤S1:设定参考坐标系,参考坐标系包括X轴和Y轴;Step S1: Set a reference coordinate system, the reference coordinate system includes X axis and Y axis;
步骤S2:设定温度检测单元在参考坐标系中的坐标为第一坐标,温度检测单元用于沿第一方向实时检测人脸面部的温度,第一方向垂直于X轴和Y轴所在的平面;Step S2: Set the coordinates of the temperature detection unit in the reference coordinate system as the first coordinate. The temperature detection unit is used to detect the temperature of the face in real time along the first direction, which is perpendicular to the plane where the X axis and the Y axis are located. ;
步骤S3:利用成像单元沿第一方向实时获取人脸面部的影像;Step S3: Use the imaging unit to obtain real-time images of the human face along the first direction;
步骤S4:确定人脸面部的测温点的影像在参考坐标系中的坐标为第二坐标;Step S4: Determine that the coordinates of the image of the temperature measurement point of the face in the reference coordinate system are the second coordinates;
步骤S5:判断第二坐标与第一坐标在是否重合或基本重合;以及,判断移动终端设备与所述测温点沿第一方向的距离是否在预设范围之内;Step S5: Determine whether the second coordinate and the first coordinate coincide or substantially coincide; and determine whether the distance between the mobile terminal device and the temperature measurement point in the first direction is within a preset range;
步骤S6:若是,则输出温度检测单元检测到的温度信号。Step S6: If yes, output the temperature signal detected by the temperature detection unit.
本发明通过成像单元实时采集人脸面部影像,给定温度检测单元在参考坐标系中的第一坐标,基于采集的人脸面部的影像确定出测温点的影像在参考坐标系中的第二坐标,通过判断第二坐标和第一坐标是否在参考坐标系中重合或基本重合,进而判断温度检测单元和测温点是否对准,当判断温度检测单元和测温点对准时,温度检测单元的检测值为有效温度值,从而实现在移动终端设备上对人脸面部测温点的精确定位,从而可以实现精确的体温测量。而且,该方法用在移动终端上,也方便人们可以利用移动终端设备例如手机等随时进行测温,方便快捷。The present invention collects human face images in real time through the imaging unit. Given the first coordinates of the temperature detection unit in the reference coordinate system, the second image of the temperature measurement point in the reference coordinate system is determined based on the collected images of the human face and face. Coordinates, by judging whether the second coordinate and the first coordinate coincide or basically coincide in the reference coordinate system, and then judge whether the temperature detection unit and the temperature measurement point are aligned. When it is judged that the temperature detection unit and the temperature measurement point are aligned, the temperature detection unit The detection value of is the effective temperature value, so as to realize the accurate positioning of the face temperature measurement point on the mobile terminal device, so as to realize the accurate body temperature measurement. Moreover, the method is used on a mobile terminal, so that people can use mobile terminal equipment such as mobile phones to measure temperature at any time, which is convenient and quick.
下面结合具体实施例对本发明的具体实施例进行详细的说明。The specific embodiments of the present invention will be described in detail below in conjunction with specific embodiments.
本实施例中预先在移动终端设备上集成成像单元和温度检测单元,设定测温点为人脸面部的额头中央区域,其中,成像单元接收光辐射方向和温度检测单元接收红外辐射的方向均朝向被测目标。In this embodiment, the imaging unit and the temperature detection unit are integrated on the mobile terminal device in advance, and the temperature measurement point is set to the central area of the forehead of the human face. The imaging unit receives light radiation and the temperature detection unit receives infrared radiation. The target to be tested.
关于步骤S1:设定参考坐标系,参考坐标系包括原点、X轴和Y轴。Regarding step S1: setting a reference coordinate system, the reference coordinate system includes an origin, an X axis, and a Y axis.
本实施例中,可以设定以成像单元的图像坐标系(二维坐标系)为参考坐标系,参考坐标系包X轴、Y轴;原点与为成像单元的光轴重合。在其他实施例中,也可以设置成像单元的相机坐标系为参考坐标系,或者设定成像单元的像素坐标系为参考坐标系等,上述的多种坐标系之间均可以根据成像单元的镜头参数实现相应的坐标转换,因此只要参考坐标系满足属于成像单元本身的任意坐标系的其中之一,或者建立的参考坐标系能够与成像单元本身的任意坐标系之间具有已知对应的转换关系即可。本实施例中选择以图像坐标系作为参考坐标系进行实时方式的说明。In this embodiment, the image coordinate system (two-dimensional coordinate system) of the imaging unit can be set as the reference coordinate system, and the reference coordinate system includes the X axis and the Y axis; the origin coincides with the optical axis of the imaging unit. In other embodiments, the camera coordinate system of the imaging unit can also be set as the reference coordinate system, or the pixel coordinate system of the imaging unit can be set as the reference coordinate system, etc. The foregoing multiple coordinate systems can be based on the lens of the imaging unit. The parameters realize the corresponding coordinate conversion, so as long as the reference coordinate system satisfies one of the arbitrary coordinate systems belonging to the imaging unit itself, or the established reference coordinate system can have a known corresponding conversion relationship with any coordinate system of the imaging unit itself That's it. In this embodiment, the image coordinate system is selected as the reference coordinate system for real-time description.
设定参考坐标系的目的为:可以根据成像单元获取的人脸面部影像,将测温点的物理位置转换至参考坐标系内的第二坐标,同时将温度检测单元的物理位置转换并存储在同一参考坐标系内的第一坐标,例如,可以在同一参考坐标系中确定温度检测单元的坐标(X0 ,Y0)、测温点的坐标(Xt ,Yt),由于成像单元接收光辐射的方向垂直于X轴和Y轴所在平面,且转换的第一坐标和第二坐标能够与温度检测单元和测温点真实物理位置沿第一方向在X-Y平面的投影相对应并具有特定且相同的转换关系,因此当(X0, Y0)与(Xt, Yt)在参考坐标系中重合或基本重合时,说明温度检测单元基本与测温点正对。The purpose of setting the reference coordinate system is to convert the physical position of the temperature measurement point to the second coordinate in the reference coordinate system according to the facial image obtained by the imaging unit, and to convert and store the physical position of the temperature detection unit at the same time. The first coordinates in the same reference coordinate system, for example, the coordinates (X0, Y0) of the temperature detection unit and the coordinates (Xt, Yt) of the temperature measurement point can be determined in the same reference coordinate system, due to the direction in which the imaging unit receives light radiation It is perpendicular to the plane where the X axis and the Y axis are located, and the converted first and second coordinates can correspond to the projection of the temperature detection unit and the real physical position of the temperature measurement point along the first direction on the XY plane and have a specific and the same conversion Therefore, when (X0, Y0) and (Xt, Yt) coincide or basically coincide in the reference coordinate system, it means that the temperature detection unit is basically directly opposite to the temperature measurement point.
关于步骤S2:设定温度检测单元在参考坐标系中的位置为第一坐标,温度检测单元用于沿第一方向实时检测被测对象人脸面部的温度,第一方向垂直于所述X轴和所述Y轴所在的平面。Regarding step S2: Set the position of the temperature detection unit in the reference coordinate system as the first coordinate, and the temperature detection unit is used to detect the temperature of the face of the subject in real time along the first direction, the first direction being perpendicular to the X axis And the plane on which the Y axis lies.
本实施例中,根据温度检测单元在移动终端设备中的位置,预先存储温度检测单元在参考坐标系中的第一坐标。In this embodiment, according to the position of the temperature detection unit in the mobile terminal device, the first coordinates of the temperature detection unit in the reference coordinate system are stored in advance.
具体地,由于温度检测单元和成像单元均固定设置在移动终端设备上,因此温度检测单元在移动终端设备上的位置固定不变,如设置在移动终端设备的顶部,即温度检测单元的坐标相较于参考坐标系的原点位置不变,因此可以基于温度检测单元的物理固定位置转换为参考坐标系中的第一坐标,第一坐标记录为(X0,Y0),本实施例中温度检测单元沿第一方向测量人脸面部的温度,可选地,第一方向与成像单元的光轴平行。Specifically, since the temperature detection unit and the imaging unit are both fixedly arranged on the mobile terminal device, the position of the temperature detection unit on the mobile terminal device is fixed, such as being arranged on the top of the mobile terminal device, that is, the coordinates of the temperature detection unit are relative to each other. Compared with the origin of the reference coordinate system, the position of the origin is unchanged, so it can be converted to the first coordinate in the reference coordinate system based on the physical fixed position of the temperature detection unit. The first coordinate is recorded as (X0, Y0). In this embodiment, the temperature detection unit The temperature of the human face is measured in a first direction. Optionally, the first direction is parallel to the optical axis of the imaging unit.
关于步骤S3:利用成像单元沿第一方向实时获取人脸面部的影像;以及步骤S4:确定人脸面部的测温点的影像在参考坐标系中的位置为第二坐标。Regarding step S3: using the imaging unit to obtain an image of the human face in the first direction in real time; and step S4: determining the position of the image of the temperature measurement point of the human face in the reference coordinate system as the second coordinate.
其中,确定第二坐标的方法可以包括第一种方式或第二种方式,其中,第一种方式的基本原理为:基于成像单元获取人脸面部的二维或三维图像,识别二维图像或三维图像中与测温点(额头中央)具有特定几何关系的特征点,根据特征点的坐标计算出测温点的第二坐标;第二种方式的基本原理为:基于成像单元获取人脸面部的二维图像或三维图像,基于训练好的人脸智能识别算法模型,识别出人脸面部后,基于模型中标记的测温点位置,直接定位测温点并计算出测温点的第二坐标。The method for determining the second coordinate may include the first method or the second method. The basic principle of the first method is: acquiring a two-dimensional or three-dimensional image of a human face based on an imaging unit, recognizing a two-dimensional image or The feature points in the three-dimensional image that have a specific geometric relationship with the temperature measurement point (the center of the forehead) are calculated according to the coordinates of the feature point to calculate the second coordinates of the temperature measurement point; the basic principle of the second method is: to obtain the face based on the imaging unit The two-dimensional image or three-dimensional image is based on the trained face intelligent recognition algorithm model. After the face is recognized, based on the temperature measurement point position marked in the model, the temperature measurement point is directly located and the second temperature measurement point is calculated. coordinate.
下面对第一种方式进行详细阐述,第一种方式的第二坐标的确定方法包括:The first method is described in detail below. The method for determining the second coordinate of the first method includes:
步骤AS41:根据人脸面部的影像确定人脸面部的特征点的影像,特征点与测温点具有特定的几何位置关系;Step AS41: Determine the image of the feature point of the face according to the image of the face, and the feature point has a specific geometric position relationship with the temperature measurement point;
步骤AS42:确定特征点的影像在参考坐标系中的坐标;Step AS42: Determine the coordinates of the feature point image in the reference coordinate system;
步骤AS43:根据特征点的影像在参考坐标系中的坐标计算出测温点影像的第二坐标。Step AS43: Calculate the second coordinate of the image of the temperature measurement point according to the coordinates of the image of the characteristic point in the reference coordinate system.
在一个示例中,关于步骤AS41,当测量的温度为额温时,测温点为额头中央区域,特征点可以为双眼,每一个眼睛为一个特征点。当特征点为双眼时,双眼的特征信息可以预先存储在移动终端设备中,将人脸面部的影像与双眼特征信息进行比较,可以识别出双眼。In an example, regarding step AS41, when the measured temperature is the forehead temperature, the temperature measurement point is the central area of the forehead, the characteristic points may be eyes, and each eye is a characteristic point. When the feature points are binoculars, the feature information of the binoculars can be pre-stored in the mobile terminal device, and the images of the human face and the binocular feature information can be compared to identify the binoculars.
关于步骤AS42,当识别特征点之后,即识别出双眼之后,通过一定的算法确定出双眼在参考坐标系中的坐标。Regarding step AS42, after identifying the feature points, that is, after identifying the eyes, the coordinates of the eyes in the reference coordinate system are determined through a certain algorithm.
关于步骤AS42,之后通过双眼与额头中央区域之间的特定几何位置关系,通过一定的算法(如三角定位算法)即可计算出测温点即额头中央的第二坐标。Regarding step AS42, the second coordinate of the temperature measurement point, that is, the center of the forehead, can be calculated through a certain algorithm (such as a triangulation algorithm) based on the specific geometric position relationship between the eyes and the central area of the forehead.
在一个具体应用场景中,可以通过预置在移动终端中的AI人脸智能识别算法识别出人脸面部即人脸,进而识别到第一特征点和第二特征点即双眼,计算双眼在成像坐标系中的坐标分别为第三坐标(X1,X1)和第四坐标(X2,Y2),基于双眼在人脸图像中的坐标以及双眼与额头之间特有的几何关系确定出额头的中央区域在成像坐标系中的坐标,即计算出测温点在成像坐标系中的坐标为(Xt,Yt),其中由于光学摄像头的光学参数固定,因此人脸面部的物理坐标系和参考坐标系(成像坐标系)之间具有固定的换算关系,最后通过固定的换算关系计算出测温点在参考坐标系中的坐标,即(Xt,Yt)能够对应到真实的测温点与移动设备的相对位置关系。In a specific application scenario, the AI face recognition algorithm preset in the mobile terminal can be used to recognize the human face, that is, the face, and then recognize the first feature point and the second feature point, namely the eyes, and calculate that the eyes are imaging The coordinates in the coordinate system are the third coordinate (X1, X1) and the fourth coordinate (X2, Y2). Based on the coordinates of the eyes in the face image and the unique geometric relationship between the eyes and the forehead, the central area of the forehead is determined The coordinates in the imaging coordinate system, that is, the coordinates of the temperature measurement point in the imaging coordinate system are calculated as (Xt, Yt), where the optical parameters of the optical camera are fixed, so the physical coordinate system and the reference coordinate system of the face ( There is a fixed conversion relationship between the imaging coordinate system), and finally the coordinates of the temperature measurement point in the reference coordinate system are calculated through the fixed conversion relationship, that is, (Xt, Yt) can correspond to the real temperature measurement point relative to the mobile device Positional relationship.
其中,对于特征点的识别可以采用如下方案:Among them, the following schemes can be adopted for the identification of feature points:
在移动终端设备中存储人脸中与测温点(额头中央)的相关特征点信息,通过采集大量的人脸图像,并在每个图像中标定五官,如双眼、双眉、双耳、嘴、鼻子以及脸部轮廓等特征点的位置,同时建立这些特征点与额头中央位置的特定几何位置关系,并形成智能图像算法(如OPENCV等)的训练数据样本,当成像单元获取的影像中包含了全部人脸面部图像时或包括测温点和特征点的局部人脸面部图像时,能够通过智能图像算法自动识别出对应的特征点,进而根据特征点确定测温点的位置。Store the relevant feature point information of the face and the temperature measurement point (the center of the forehead) in the mobile terminal device, collect a large number of face images, and calibrate the facial features in each image, such as eyes, eyebrows, ears, and mouth The positions of feature points such as, nose, and facial contours, and establish a specific geometric position relationship between these feature points and the center of the forehead, and form training data samples for intelligent image algorithms (such as OPENCV, etc.). When the image acquired by the imaging unit contains When all facial images or partial facial images including temperature measurement points and feature points are acquired, the corresponding feature points can be automatically identified through intelligent image algorithms, and then the location of the temperature measurement points can be determined according to the feature points.
在此方法的另一个实施例中,特征点也可以为双耳,每一耳朵为一个特征点。可以通过类似与上述通过双眼的坐标的方式来实现对额头测温点的坐标的确定,方法同上,在此不做赘述。In another embodiment of this method, the characteristic points may also be two ears, and each ear is a characteristic point. The determination of the coordinates of the temperature measuring point on the forehead can be achieved in a manner similar to that described above through the coordinates of the eyes, and the method is the same as the above, and will not be repeated here.
在此方法的其他实施例中中,特征点也可以包括人脸轮廓的至少两个点,只要该两个点容易识别,且与额头测温点有特定的几何位置关系,同样可以通过类似与上述通过双眼的坐标的方式来确定额头测温点的第二坐标,在此不做赘述。In other embodiments of this method, the feature points may also include at least two points of the face contour, as long as the two points are easy to identify and have a specific geometric position relationship with the forehead temperature measurement point. The above method is used to determine the second coordinate of the forehead temperature measurement point by means of the coordinates of the eyes, which will not be repeated here.
上述方法也可以用来测耳温,该情形中测温点为耳道;特征点包括耳朵轮廓的至少两个点。可以通过类似与上述通过双眼的坐标的方式来确定耳道测温点的第二坐标,在此不做赘述。The above method can also be used to measure ear temperature. In this case, the temperature measurement point is the ear canal; the characteristic points include at least two points of the ear contour. The second coordinate of the ear canal temperature measurement point can be determined in a manner similar to the above-mentioned method of using the coordinates of the eyes, which will not be repeated here.
需要说明的是,本发明中,人脸面部可以是人脸整体的正面或包括特征点和测温点的局部人脸的正面,也可以是人脸的侧面或包括特征点和测温点的局部人脸的侧面,当是人脸的正面或包括特征点和测温点的局部人脸的正面时,可以用来测额温。当为人脸的侧面或包括特征点和测温点的局部人脸的侧面时,成像单元主要拍摄人耳的轮廓,为温度检测单元测耳温做准备。It should be noted that, in the present invention, the face of the human face can be the front of the entire human face or the front of a partial human face including feature points and temperature measurement points, or it can be the side of the human face or include feature points and temperature measurement points. The side surface of the partial face, when it is the front of the face or the front of the partial face including feature points and temperature measurement points, can be used to measure the forehead temperature. When it is the side surface of a human face or the side surface of a partial human face including feature points and temperature measurement points, the imaging unit mainly photographs the contour of the human ear to prepare for the temperature detection unit to measure the ear temperature.
下面对第二种方式进行详细阐述,第二种方式的第二坐标的确定方法包括:The second method is described in detail below. The method for determining the second coordinate of the second method includes:
步骤BS41:基于测温点的特征,识别出人脸面部影像的测温点影像,测温点的特征包括:形状、影像特征至少其中之一;Step BS41: Identify the temperature measurement point image of the face image based on the characteristics of the temperature measurement point, and the characteristics of the temperature measurement point include at least one of a shape and an image feature;
步骤BS42:基于识别出的测温点的影像,确定测温点影像在参考坐标系中的第二坐标。Step BS42: Determine the second coordinate of the temperature measurement point image in the reference coordinate system based on the recognized image of the temperature measurement point.
在一个示例中,关于步骤BS41,基于测温点本身固有的特征,如形状、影像特征等,直接在获取的人脸面部中定位并识别出测温点的影像;In one example, regarding step BS41, based on the inherent characteristics of the temperature measurement point itself, such as shape, image features, etc., directly locate and identify the image of the temperature measurement point in the acquired face;
关于步骤BS42,识别出测温点的影像后,直接计算测温点在参考系中的坐标。Regarding step BS42, after the image of the temperature measurement point is recognized, the coordinates of the temperature measurement point in the reference system are directly calculated.
在一个具体应用场景中,通过成像单元实时获取人脸面部的二维或三维图像,当获取到人脸面部整体的影像后,基于智能识别算法直接定位到测温点(如额头)的所在位置,进而确定其在参考坐标系中的第二坐标。In a specific application scenario, the two-dimensional or three-dimensional image of the human face is acquired in real time through the imaging unit. After the overall image of the human face is acquired, the location of the temperature measurement point (such as the forehead) is directly located based on the intelligent recognition algorithm , And then determine its second coordinate in the reference coordinate system.
其中,对于测温点的直接识别可以采用如下方案:Among them, the following schemes can be adopted for direct identification of temperature measurement points:
在移动终端设备中存储人脸中测温点(额头)相关的轮廓、形状、影像等特征信息,通过采集大量的人脸图像,并在人脸图像中标记出的额头区域影像区域位置,并形成智能图像算法(如OPENCV等)的训练数据样本,当成像单元获取的影像中包含了人脸时,能够通过智能图像算法自动识别定位到额头区域所在的位置,进而直接确定额头测温点的位置。Store the contour, shape, image and other characteristic information related to the temperature measurement point (forehead) in the face in the mobile terminal device, collect a large number of face images, and mark the image area position of the forehead area in the face image, and Form training data samples of intelligent image algorithms (such as OPENCV, etc.). When the image acquired by the imaging unit contains a human face, the intelligent image algorithm can automatically identify and locate the location of the forehead area, and then directly determine the temperature measurement point of the forehead Location.
上述实施例中,人脸面部的二维图像的获取可以采用单目光学摄像头或双面光学摄像头实现,人脸面部的三维图像可以通过TOF传感器或3D结构光传感器作为成像单元获取。In the foregoing embodiment, the acquisition of the two-dimensional image of the human face can be achieved by using a monocular optical camera or a double-sided optical camera, and the three-dimensional image of the human face can be acquired by a TOF sensor or a 3D structured light sensor as an imaging unit.
其中,通过TOF传感器实时获取人脸面部的三维图像的原理为:通过TOF摄像头持续发射激光点阵至人脸面部,同时记录接收反射光返回的时间,基于反射光返回的时间计算出人脸面部的深度信息,基于TOF三维重建算法获得被检测对象的三维图像。Among them, the principle of real-time acquisition of the three-dimensional image of the human face through the TOF sensor is: the TOF camera continuously emits the laser dot matrix to the human face, and at the same time records the return time of the reflected light, and calculates the human face based on the return time of the reflected light The depth information is based on the TOF three-dimensional reconstruction algorithm to obtain the three-dimensional image of the detected object.
具体地,TOF传感器包括激光发射源和CCD收光器,其基本原理是激光发射源发射多束具有一定视野角的激光,其中每束激光时长为dt(从t1到t2),CCD每个像素利用两个同步触发开关S1(t1到t2)、S2(t2到t2+dt)来控制每个像素的电荷保持元件采集反射光强的时段,得到响应C1、C2。物体距离每个像素的距离L=0.5*c*dt*c2/(c1+c2),其中c是光速(该公式可以去除反射物反光特性差异对测距的影响)。基于不同激光点的距离信息即可通过现有的TOF三维重建算法建立出人脸的三维图像,基于建立的三维图像即可根据人脸整体的三维结构准确识别出额头中央区域。进而基于额头测温点的位置可以容易计算出测温点在参考坐标系中的第二坐标(Xt,Yt)。需要说明的是,通过TOF传感器进行人脸识别为现有成熟技术,本领域技术人员容易实现,此处不再赘述。Specifically, the TOF sensor includes a laser emitting source and a CCD receiver. The basic principle is that the laser emitting source emits multiple lasers with a certain viewing angle, where each laser has a duration of dt (from t1 to t2), and each pixel of the CCD Two synchronous trigger switches S1 (t1 to t2) and S2 (t2 to t2+dt) are used to control the period of time during which the charge holding element of each pixel collects the reflected light intensity, and the responses C1 and C2 are obtained. The distance between the object and each pixel is L=0.5*c*dt*c2/(c1+c2), where c is the speed of light (this formula can remove the influence of the difference in the reflective characteristics of the reflector on the ranging). Based on the distance information of different laser points, a three-dimensional image of a human face can be established by the existing TOF three-dimensional reconstruction algorithm. Based on the established three-dimensional image, the central area of the forehead can be accurately identified according to the overall three-dimensional structure of the human face. Furthermore, based on the position of the temperature measuring point on the forehead, the second coordinate (Xt, Yt) of the temperature measuring point in the reference coordinate system can be easily calculated. It should be noted that face recognition through the TOF sensor is an existing mature technology, which is easily implemented by those skilled in the art, and will not be repeated here.
通过3D结构光摄像头实时获取人脸面部的三维图像的原理为:通过3D结构光摄像头发射连续且具有结构特征的激光散斑(持续非脉冲式面光源)至人脸面部,同时通过3D结构光摄像头中的光学摄像头采集激光散斑的图像,基于激光散斑的图像通过3D结构光三维重建算法获得被检测对象的三维图像。利用3D结构光摄像头建立三维图像的基本原理为:向人脸面部发送激光散斑,当激光照射到粗糙物体或穿透毛玻璃后形成的随机衍射斑点。这些散斑具有高度的随机性,而且会随着距离的不同变换图案,即空间中任意两处的散斑图案都是不同的。因此只要在空间中打上这样的结构光,整个空间就都被做了标记,对于空间内的人脸面部,只需要识别人脸面部上的散斑图案,即可获取人脸面部的位置。The principle of obtaining three-dimensional images of human faces in real time through a 3D structured light camera is: the 3D structured light camera emits continuous and structurally characteristic laser speckles (continuous non-pulsed surface light source) to the face and face, and at the same time through the 3D structured light The optical camera in the camera collects the image of the laser speckle, and the image based on the laser speckle obtains the three-dimensional image of the detected object through the 3D structured light three-dimensional reconstruction algorithm. The basic principle of using a 3D structured light camera to build a three-dimensional image is: sending laser speckles to the face, and random diffraction spots formed when the laser hits rough objects or penetrates ground glass. These speckles are highly random and change patterns with different distances, that is, the speckle patterns at any two places in the space are different. Therefore, as long as the space is marked with such structured light, the entire space will be marked. For the face in the space, only the speckle pattern on the face and face needs to be recognized to obtain the position of the face and face.
在该方案中需要预先将散斑图案的空间分布做光源的标定。如每隔一段距离,如10cm,取一个参考平面,把参考平面上的散斑图案记录下来,在一段可识别的距离范围内,会记录多幅不同的散斑图案。在进行测量的时候,拍摄一副人脸面部的散斑图像,将这幅图像和预先存储的多幅参考图像依次做互相关运算,即可得到与多幅相关度图像,而空间中人脸面部所在的位置,在相关度图像上就会显示出峰值。将这些峰值进行叠加和插值运算,即可得到整个人脸面部的三维图像。之后可根据人脸整体的三维结构准确识别出额头中央区域,进而基于额头测温点的位置可以容易计算出测温点在参考坐标系中的第二坐标(Xt,Yt)。需要说明的是,基于3D结构光摄像头进行人脸识别为现有成熟技术,本领域技术人员容易实现,此处不再赘述。In this solution, the spatial distribution of the speckle pattern needs to be calibrated for the light source in advance. For example, at intervals of a distance, such as 10cm, take a reference plane and record the speckle pattern on the reference plane. Within a recognizable distance range, multiple different speckle patterns will be recorded. During the measurement, take a speckle image of a human face, and perform cross-correlation calculations between this image and multiple pre-stored reference images in turn to obtain multiple correlation images, and the human face in the space The position of the part will show the peak value on the correlation image. By superposing and interpolating these peaks, a three-dimensional image of the entire human face can be obtained. Afterwards, the central area of the forehead can be accurately identified according to the overall three-dimensional structure of the face, and then the second coordinates (Xt, Yt) of the temperature measurement point in the reference coordinate system can be easily calculated based on the position of the temperature measurement point on the forehead. It should be noted that face recognition based on a 3D structured light camera is an existing mature technology, which can be easily implemented by a person skilled in the art, and will not be repeated here.
关于步骤S5:判断第二坐标与第一坐标是否在第一方向上重合或基本重合;以及,判断移动终端与测温点沿第一方向的距离是否在预设范围之内。Regarding step S5: judging whether the second coordinate and the first coordinate coincide or substantially coincide in the first direction; and judging whether the distance between the mobile terminal and the temperature measurement point in the first direction is within a preset range.
其中,判断第二坐标是否与第一坐标在第一方向上重合或基本重合的方法为:基于第一坐标(X0,Y0)和第二坐标(Xt,Yt)中的X值和Y值即可判断第一坐标和第二坐标是否在参考坐标系内重合或基本重合,进而判断测温点(额头中央)是否与温度检测单元是否对准。Among them, the method for judging whether the second coordinate and the first coordinate coincide or substantially coincide in the first direction is: based on the X value and Y value in the first coordinate (X0, Y0) and the second coordinate (Xt, Yt), namely It can be judged whether the first coordinate and the second coordinate coincide or basically coincide in the reference coordinate system, and then judge whether the temperature measurement point (the center of the forehead) is aligned with the temperature detection unit.
判断测温点和温度检测单元之间的距离是否在预设范围之内,包括以下步骤:Determine whether the distance between the temperature measurement point and the temperature detection unit is within the preset range, including the following steps:
S51:实时获取所述人脸面部的测温点与所述移动终端之间的距离;S51: Acquire the distance between the temperature measurement point of the face and the mobile terminal in real time;
S52:比较测得的距离与所述预设范围;S52: Compare the measured distance with the preset range;
S53:判断所述测得的距离是否在所述预设范围之内。S53: Determine whether the measured distance is within the preset range.
其中,温度检测单元采用现有的红外温度传感器,红外温度传感器包括用于接收人脸面部热辐射的红外热堆,因此判断测温点和温度检测单元之间的距离是否在预设范围之内即判断检测到是否在红外温度传感器的景深范围之内,可选地,景深范围为0cm至50cm。Among them, the temperature detection unit adopts the existing infrared temperature sensor, and the infrared temperature sensor includes an infrared heat pile for receiving the thermal radiation of the human face, so it is judged whether the distance between the temperature measurement point and the temperature detection unit is within the preset range That is, it is judged whether the detection is within the range of the depth of field of the infrared temperature sensor, optionally, the range of the depth of field is 0 cm to 50 cm.
关于步骤S51,实时获取所述人脸面部的测温点与所述移动终端之间的距离的方式可以为:Regarding step S51, the method for obtaining the distance between the temperature measurement point of the human face and the mobile terminal in real time may be:
第一种方式:The first way:
根据所述特征点的影像估算温度检测单元与测温点沿第一方向的距离。具体地,当成像单元采用光学单目摄像头时,可以基于光学单目摄像头的镜头参数中的透镜焦距采用现有的三角测距法估算出人脸面部与成像单元之间的距离,进而估算出温度检测单元与测温点之间的距离。The distance between the temperature detection unit and the temperature measurement point along the first direction is estimated according to the image of the characteristic point. Specifically, when the imaging unit adopts an optical monocular camera, the distance between the face and the imaging unit can be estimated using the existing triangulation method based on the lens focal length in the lens parameters of the optical monocular camera, and then the distance between the face and the imaging unit can be estimated. The distance between the temperature detection unit and the temperature measurement point.
当成像单元采用光学双目摄像头时,基于光学双目摄像头测距目前一般用于近距离的高精度测量,其基本原理为通过光学双目摄像头中的两个摄像头同时采集人脸面部的两张图像,基于人脸面部在两幅图像中的相位差(视差)计算与人脸面部之间的距离,进而判断移动终端与测温点沿第一方向的距离是否在预设范围之内。需要说明的是,双目摄像头测距为现有成熟技术,本领域技术人员容易实现此处不再赘述。When the imaging unit adopts an optical binocular camera, the distance measurement based on the optical binocular camera is currently generally used for high-precision measurement at close distances. The basic principle is that the two cameras in the optical binocular camera simultaneously collect two facial images. Based on the phase difference (parallax) between the face and the face in the two images, the distance between the face and the face is calculated to determine whether the distance between the mobile terminal and the temperature measurement point in the first direction is within a preset range. It should be noted that the distance measurement of the binocular camera is an existing mature technology, which can be easily realized by those skilled in the art and will not be repeated here.
第二种方式:The second way:
利用所述移动终端设备中预置的距离传感器检测所述测温点与所述移动终端设备之间的距离。A preset distance sensor in the mobile terminal device is used to detect the distance between the temperature measurement point and the mobile terminal device.
具体地,通过在移动终端上集成用于辅助测距的距离传感器进行测距,距离传感器可以选择激光雷达、TOF传感器或红外线距离传感器等,距离传感器同样沿第一方向进行测距。当识别出人脸上的额头区域的第二坐标与温度检测单元的第一坐标基本重合后,通过预置的距离传感器测量与测温点之间的距离(或实时测量与测温点之间的距离),进而能够较为准确的判断出温度检测单元与测温点之间沿第一方向的距离是否在预设范围之内。需要说明的是,当成像单元为光学单目摄像头时优选采用距离传感器进行辅助测距,以实现精确的测距。Specifically, distance measurement is performed by integrating a distance sensor for assisting distance measurement on the mobile terminal. The distance sensor can be a laser radar, a TOF sensor, or an infrared distance sensor. The distance sensor also performs distance measurement along the first direction. When it is recognized that the second coordinates of the forehead area on the face and the first coordinates of the temperature detection unit basically coincide, the distance between the preset distance sensor and the temperature measurement point (or between the real-time measurement and the temperature measurement point) is measured by the preset distance sensor. The distance between the temperature detection unit and the temperature measurement point in the first direction can be determined more accurately whether the distance in the first direction is within the preset range. It should be noted that when the imaging unit is an optical monocular camera, it is preferable to use a distance sensor for auxiliary ranging to achieve accurate ranging.
第三种方式为:The third way is:
当所述成像单元获取的所述影像为三维图像时,基于获取人脸面部的深度信息,估算出温度检测单元与所述测温点之间的距离。When the image acquired by the imaging unit is a three-dimensional image, the distance between the temperature detection unit and the temperature measurement point is estimated based on the acquired depth information of the human face.
具体地,当所述成像单元获取的所述影像为三维图像时,例如当成像单元采用TOF传感器时,由于在对人脸识别并建立三维图像过程中,已经获取了人脸面部之间的深度信息,因此可直接估算出与测温点的距离,即基于三维图像中测温点处反射光返回的时间,估算出温度检测单元与测温点之间的距离。Specifically, when the image acquired by the imaging unit is a three-dimensional image, for example, when the imaging unit adopts a TOF sensor, the depth between the face and the face has been acquired in the process of recognizing the face and establishing the three-dimensional image. Therefore, the distance to the temperature measurement point can be directly estimated, that is, the distance between the temperature detection unit and the temperature measurement point can be estimated based on the return time of the reflected light at the temperature measurement point in the three-dimensional image.
或者,当成像单元为3D结构传感器时,在建立人脸面部的三维图像时,已经获取了人脸面部的深度信息,因此可直接估算出与测温点的距离。即基于三维图像中测温点处激光散斑的图像信息,计算成像单元与测温点之间的距离,进而估算出温度检测单元与测温点之间沿第一方向的距离。关于TOF传感器和3D结构光传感器的测距原理参考前述TOF传感器和3D结构光传感器三维成像原理部分内容,此处不再赘述。Or, when the imaging unit is a 3D structure sensor, the depth information of the human face has already been acquired when the three-dimensional image of the human face is established, so the distance to the temperature measurement point can be directly estimated. That is, based on the image information of the laser speckle at the temperature measurement point in the three-dimensional image, the distance between the imaging unit and the temperature measurement point is calculated, and then the distance between the temperature detection unit and the temperature measurement point in the first direction is estimated. Regarding the ranging principle of the TOF sensor and the 3D structured light sensor, please refer to the content of the aforementioned three-dimensional imaging principle of the TOF sensor and the 3D structured light sensor, which will not be repeated here.
关于S52和S53,将计算出的温度检测单元与测温点之间沿第一方向的距离与预设范围(即温度检测单元的景深范围)作比较;进而判断所述测得的距离是否在所述预设范围之内。例如本实施例中的温度检测单元的景深范围为0至50cm,当测得或计算的距离小于50cm时,即表示人脸面部或额头测温点在预设的景深范围(有效测温距离)之内,当距离大于50cm时判断为超过景深范围。Regarding S52 and S53, the calculated distance between the temperature detection unit and the temperature measurement point along the first direction is compared with the preset range (that is, the depth of field range of the temperature detection unit); and then it is judged whether the measured distance is within Within the preset range. For example, the depth of field range of the temperature detection unit in this embodiment is 0-50cm. When the measured or calculated distance is less than 50cm, it means that the temperature measuring point of the face or forehead is within the preset depth of field (effective temperature measurement distance) If the distance is greater than 50cm, it is judged to exceed the depth of field range.
关于步骤S6:若是,则输出温度检测单元检测到的温度信号。Regarding step S6: if yes, output the temperature signal detected by the temperature detection unit.
具体地,可以利用移动终端设备的屏幕进行相关信息显示,输出温度检测单元监测到的温度信号。Specifically, the screen of the mobile terminal device can be used to display relevant information, and output the temperature signal monitored by the temperature detection unit.
在输出温度信号之前还包括:Before outputting the temperature signal, it also includes:
判断所述温度信号是否为有效温度信号;在所述第二坐标与所述第一坐标重合或基本重合、以及所述移动终端与所述测温点沿所述第一方向的距离在预设范围之内时,检测到的温度信号为有效温度信号;否则,为无效温度信号。Determine whether the temperature signal is a valid temperature signal; when the second coordinate and the first coordinate coincide or substantially coincide, and the distance between the mobile terminal and the temperature measurement point in the first direction is preset When it is within the range, the detected temperature signal is an effective temperature signal; otherwise, it is an invalid temperature signal.
具体地,当满足准确识别出测温点并将测温点和温度检测单元对准以及在测温点在温度检测单元的景深范围之内时,可以在移动终端设备中记录对测温点(额头)的检测值为有效温度值,并显示给用户,实现精确测量体温。若未准确识别测温点、未对准(测温点和温度检测单元没有在第一方向基本重合)、温度检测单元与测温点之间的距离未在预设范围之内中的任意一项不满足,则测得的温度都为无效温度值,可以不进行测量或不显示测得的温度值。Specifically, when it is satisfied that the temperature measurement point is accurately identified and the temperature measurement point is aligned with the temperature detection unit, and the temperature measurement point is within the depth of field of the temperature detection unit, the temperature measurement point can be recorded in the mobile terminal device ( The detection value of the forehead) is the effective temperature value and displayed to the user to achieve accurate body temperature measurement. If the temperature measurement point is not accurately identified, misaligned (the temperature measurement point and the temperature detection unit do not basically coincide in the first direction), the distance between the temperature detection unit and the temperature measurement point is not within any one of the preset ranges If the item is not satisfied, the measured temperature is invalid temperature value, and the measured temperature value may not be measured or displayed.
实施例二Example two
图2为本发明实施例一的一种移动终端设备结构示意图;图3为本发明实施例二的一种移动终端设备中各功能单元工作流程意图。FIG. 2 is a schematic structural diagram of a mobile terminal device according to Embodiment 1 of the present invention; FIG. 3 is a working flow diagram of each functional unit in a mobile terminal device according to Embodiment 2 of the present invention.
参考图2,一种移动终端设备1,包括:Referring to Fig. 2, a mobile terminal device 1 includes:
成像单元2,用于沿第一方向获取人脸面部的影像;The imaging unit 2 is used to obtain an image of a human face along a first direction;
温度检测单元3,用于沿第一方向检测人脸面部的温度;The temperature detection unit 3 is used to detect the temperature of the human face along the first direction;
存储单元4,存储:参考坐标系的相关信息,参考坐标系的相关信息包括:X轴、Y轴;所述第一方向垂直于所述X轴和所述Y轴所在的平面;温度检测单元3位于参考坐标系中的第一坐标;The storage unit 4 stores: related information of the reference coordinate system, the related information of the reference coordinate system includes: X axis, Y axis; the first direction is perpendicular to the plane where the X axis and the Y axis are located; the temperature detection unit 3 The first coordinate in the reference coordinate system;
处理单元5,确定人脸面部的测温点的影像在参考坐标系中的位置为第二坐标;The processing unit 5 determines the position of the image of the temperature measurement point of the human face in the reference coordinate system as the second coordinate;
判断单元6,用于判断第二坐标与第一坐标是否重合或基本重合;以及,判断移动终端1与测温点8沿第一方向的距离是否在预设范围之内;The judging unit 6 is used to judge whether the second coordinate and the first coordinate are coincident or substantially coincident; and judging whether the distance between the mobile terminal 1 and the temperature measuring point 8 along the first direction is within a preset range;
显示单元7,在判断单元6判断结果为是时,显示温度检查单元3检测出的温度值。The display unit 7 displays the temperature value detected by the temperature inspection unit 3 when the judgment result of the judgment unit 6 is yes.
本实施例中,成像单元2包括光学单目摄像头、光学双目摄像头、TOF传感器、3D结构光传感器的至少其中之一。其中,光学单目摄像头、光学双目摄像头实时获取的面部影像为二维图像,TOF传感器、3D结构光传感器获取的面部影像为三维图像。In this embodiment, the imaging unit 2 includes at least one of an optical monocular camera, an optical binocular camera, a TOF sensor, and a 3D structured light sensor. Among them, the real-time facial images obtained by the optical monocular camera and the optical binocular camera are two-dimensional images, and the facial images obtained by the TOF sensor and the 3D structured light sensor are three-dimensional images.
本实施例中,温度检测单元3为现有的红外温度传感器,红外温度传感器包括用于接收人脸面部热辐射的红外热堆。预设范围为温度检测单元3的景深(有效测温距离),可选地,景深范围为0cm至50cm。需要说明的是,温度检测单元3的景深可以根据实际设计需求选择景深范围不同的温度传感器(热堆芯片),此处不再赘述。In this embodiment, the temperature detection unit 3 is an existing infrared temperature sensor, and the infrared temperature sensor includes an infrared heat pile for receiving the thermal radiation of the human face. The preset range is the depth of field (effective temperature measurement distance) of the temperature detection unit 3, and optionally, the range of the depth of field is 0 cm to 50 cm. It should be noted that the depth of field of the temperature detection unit 3 can be selected according to actual design requirements of temperature sensors (thermal pile chips) with different depth ranges, which will not be repeated here.
参考图3,本实施例中,处理单元5包括:Referring to FIG. 3, in this embodiment, the processing unit 5 includes:
第一确定子单元501,用于根据成像单元2获取的人脸面部的影像确定人脸面部的特征点的影像,存储单元4还存储特征点与测温点8具有的特定的几何位置关系;The first determining subunit 501 is configured to determine the image of the feature point of the face and face according to the image of the face and face acquired by the imaging unit 2, and the storage unit 4 also stores the specific geometric position relationship between the feature point and the temperature measurement point 8;
第二确定子单元502,用于根据第一确定单元确定的特征点的影像,确定特征点的影像在参考坐标系中的坐标;The second determining subunit 502 is configured to determine the coordinates of the image of the feature point in the reference coordinate system according to the image of the feature point determined by the first determining unit;
第三确定子单元503,用于获取几何位置关系,并根据特征点的影像在参考坐标系中的坐标、以及几何位置关系计算出测温点影像的第二坐标。The third determining subunit 503 is used to obtain the geometric position relationship, and calculate the second coordinate of the temperature measurement point image according to the coordinates of the feature point image in the reference coordinate system and the geometric position relationship.
判断单元6包括:The judging unit 6 includes:
第一子判断单元601,用于判断第二坐标与第一坐标在参考坐标系中是否重合或基本重合;The first sub-judgment unit 601 is used to judge whether the second coordinate and the first coordinate coincide or substantially coincide in the reference coordinate system;
第二子判断单元602,用于判断移动终端设备1与测温点8沿第一方向的距离是否在预设范围之内;The second sub-judging unit 602 is used for judging whether the distance between the mobile terminal device 1 and the temperature measuring point 8 along the first direction is within a preset range;
输出单元603,输出判断信号,在第一子判断单元及第二子判断单元的判断结果均为是时,判断信号为有效温度信号;在第一子判断单元及第二子判断单元的判断结果均为否时,判断信号为无效温度信号。The output unit 603 outputs a judgment signal. When the judgment results of the first sub judgment unit and the second sub judgment unit are both yes, the judgment signal is an effective temperature signal; the judgment results of the first sub judgment unit and the second sub judgment unit When both are no, the judgment signal is an invalid temperature signal.
其中,测温点8为额头中央区域,特征点为双眼,每一眼睛为一个特征点;在其他实施例中,特征点也可以为双耳,每一耳朵为特征点,或者,特征点包括人脸轮廓的至少两个点。Among them, the temperature measuring point 8 is the central area of the forehead, the characteristic points are the eyes, and each eye is a characteristic point; in other embodiments, the characteristic points may also be both ears, and each ear is a characteristic point, or the characteristic points include At least two points of the face contour.
在另一个实施例中,测温点为耳道;特征点包括耳朵轮廓的至少两个点。In another embodiment, the temperature measurement point is the ear canal; the characteristic points include at least two points of the ear contour.
可选地,还包括:测温点识别单元504,用于根据测温点8的特征识别出人脸面部影像的测温点8影像,并基于识别出的测温点8的影像,确定测温点8影像在参考坐标系中的第二坐标;测温点8的特征包括:形状、影像特征至少其中之一。Optionally, it further includes: a temperature measurement point recognition unit 504, configured to recognize the temperature measurement point 8 image of the face image according to the characteristics of the temperature measurement point 8, and determine the temperature measurement point 8 based on the recognized image of the temperature measurement point 8 The second coordinate of the image of the temperature point 8 in the reference coordinate system; the characteristics of the temperature measurement point 8 include at least one of a shape and an image feature.
本实施例中,参考坐标系为成像单元2的图像坐标系。在其他实施例中参考坐标系也可以为成像单元2的相机坐标系或像素坐标系。In this embodiment, the reference coordinate system is the image coordinate system of the imaging unit 2. In other embodiments, the reference coordinate system may also be the camera coordinate system or the pixel coordinate system of the imaging unit 2.
本实施例中,第一坐标基于温度检测单元3在移动终端设备1中的位置被确定并预先存储在存储单元4中;在其他实施例中,第一坐标基于温度检测单元3与成像单元2的物理相对位置被确定并预先存储在存储单元4中。In this embodiment, the first coordinate is determined based on the position of the temperature detection unit 3 in the mobile terminal device 1 and stored in the storage unit 4 in advance; in other embodiments, the first coordinate is based on the temperature detection unit 3 and the imaging unit 2 The physical relative position of is determined and stored in the storage unit 4 in advance.
本实施例中,还包括距离获取单元9,根据成像单元选用的传感器类型,能够根据特征点的影像坐标估算温度检测单元与测温点沿第一方向的距离;或者,当移动终端设备中预置有距离传感器时,直接利用距离传感器检测测温点8与移动终端设备1之间的距离;或者,当成像单元2获取的影像为三维图像时,基于获取人脸面部的深度信息,估算出温度检测单元3与测温点8之间的距离。可选地,距离传感器10可以为预置在移动装置顶部的红外线距离传感器、TOF传感器、激光雷达等。In this embodiment, a distance acquisition unit 9 is further included. According to the sensor type selected by the imaging unit, the distance between the temperature detection unit and the temperature measurement point in the first direction can be estimated according to the image coordinates of the feature point; or, when the mobile terminal device is preset When a distance sensor is installed, the distance sensor is directly used to detect the distance between the temperature measuring point 8 and the mobile terminal device 1; or, when the image acquired by the imaging unit 2 is a three-dimensional image, it is estimated based on the depth information of the acquired face The distance between the temperature detection unit 3 and the temperature measurement point 8. Optionally, the distance sensor 10 may be an infrared distance sensor, a TOF sensor, a lidar, etc., preset on the top of the mobile device.
进一步地,当选用光学单目摄像头时,优选配置红外线距离传感器对测温点8之间进行测距,当选用光学双目摄像头时可以不配置距离传感器,直接利用现有的双目测距算法实现对测温点8进行测距;当选用TOF传感器或3D结构光传感器作为成像单元时,由于获取的面部三维图像包括了深度信息,因此可以不配置距离传感器,而直接能够估算出移动终端设备1与测温点8之间的距离。双目测距、TOF传感器测距以及3D结构光传感器测距原理参考实施例一,此处不再赘述。Further, when the optical monocular camera is selected, it is preferable to configure an infrared distance sensor to measure the distance between the temperature measuring points 8. When the optical binocular camera is selected, the distance sensor may not be configured, and the existing binocular distance measurement algorithm is directly used Realize the distance measurement of the temperature measuring point 8; when the TOF sensor or 3D structured light sensor is selected as the imaging unit, since the acquired 3D facial image includes depth information, it is not necessary to configure the distance sensor, and can directly estimate the mobile terminal device The distance between 1 and the temperature measuring point 8. The principles of binocular distance measurement, TOF sensor distance measurement, and 3D structured light sensor distance measurement refer to Embodiment 1, and will not be repeated here.
在一个具体的应用场景中,移动终端设备1可以为现有的移动终端设备,如手机、平板电脑等,在硬件方面将温度检测单元3集成在现有的移动终端设备中,然后利用移动终端设备中现有的光学摄像头、双目摄像头,或增加TOF传感器、3D结构光摄像头等作为成像单元2,利用移动终端设备中的存储芯片(RAM\ROM)作为存储单元4,以及利用移动终端设备的屏幕作为显示单元7显示人脸图像以及检测的温度值等信息,软件方面,在移动终端设备的处理芯片系统(CPU、GPU)中集成处理单元5、判断单元6等功能模块,并在移动终端设备的系统中集成现有或开发设计的智能人脸识别、三维重建等相关算法实现人脸面部的影像识别,从而实现本发明的方案。也可以根据本发明的方案开发单独的温度检测终端装置,集成成像单元2、温度检测单元3、显示单元5、识别处理单元4以及图像识别算法等实现本发明的方案,本领技术人员可以根据具体应用需求进行开发设计,此处不再赘述。In a specific application scenario, the mobile terminal device 1 can be an existing mobile terminal device, such as a mobile phone, a tablet computer, etc., in terms of hardware, the temperature detection unit 3 is integrated into the existing mobile terminal device, and then the mobile terminal is used The existing optical camera and binocular camera in the equipment, or add TOF sensor, 3D structured light camera, etc. as the imaging unit 2, use the memory chip (RAM\ROM) in the mobile terminal device as the storage unit 4, and use the mobile terminal device The screen is used as the display unit 7 to display information such as the face image and the detected temperature value. In terms of software, the processing unit 5, the judgment unit 6 and other functional modules are integrated in the processing chip system (CPU, GPU) of the mobile terminal device, and the mobile terminal The system of the terminal equipment integrates existing or developed and designed intelligent face recognition, three-dimensional reconstruction and other related algorithms to realize the image recognition of the face and face, thereby realizing the scheme of the present invention. It is also possible to develop a separate temperature detection terminal device according to the scheme of the present invention, which integrates the imaging unit 2, the temperature detection unit 3, the display unit 5, the recognition processing unit 4, and the image recognition algorithm to implement the scheme of the present invention. Application requirements are developed and designed, so I won’t repeat them here.
图4为本发明实施例二的一种移动终端设备的使用参考图。Fig. 4 is a reference diagram for use of a mobile terminal device according to the second embodiment of the present invention.
参考图4,利用移动终端设备1的屏幕进行相关信息显示,提示移动被测物体的距离,从而使移动终端设备1和被测物体的相对距离位于成像单元2的焦距内或温度检测单元3的景深之间,例如调整移动终端设备1的位置靠近人脸,或调整人脸的位置靠近移动终端设备1。如当人靠近移动终端设备1时,当人与移动终端设备1相对距离太近时,则在移动终端设备1的显示屏上显示提醒信息,提醒人远离移动终端设备1,或当人与移动终端设备1相对距离太远时,则在移动终端设备1的显示屏上显示提醒信息,提醒人靠近移动终端设备1。当识别出人脸面部,计算出测温点8的第二坐标,并准确识别出测温点8,以及将测温点8和温度检测单元3对准以及在测温点8在温度检测单元3的景深范围之内时,可以在移动终端设备1中记录对测温点8(额头)的检测值为有效温度值,并显示给用户,实现精确测量体温。若未准确识别测温点、未对准(测温点8的第二坐标和温度检测单元3的第一坐标没有在参考坐标系中重合或基本重合)、温度检测单3元与测温点8之间的距离未在预设范围之内中的任意一项不满足,则测得的温度都为无效温度值,可以不进行测量或不显示测得的温度值。Referring to Figure 4, the screen of the mobile terminal device 1 is used to display relevant information, prompting the distance of moving the measured object, so that the relative distance between the mobile terminal device 1 and the measured object is within the focal length of the imaging unit 2 or the temperature detection unit 3 Between depths of field, for example, adjust the position of the mobile terminal device 1 to be close to the human face, or adjust the position of the human face to be close to the mobile terminal device 1. For example, when a person is close to the mobile terminal device 1, when the relative distance between the person and the mobile terminal device 1 is too close, a reminder message is displayed on the display screen of the mobile terminal device 1 to remind the person to stay away from the mobile terminal device 1, or when the person and the mobile terminal device 1 When the relative distance of the terminal device 1 is too far, a reminder message is displayed on the display screen of the mobile terminal device 1 to remind the person to approach the mobile terminal device 1. When the human face is recognized, the second coordinate of the temperature measuring point 8 is calculated, and the temperature measuring point 8 is accurately recognized, and the temperature measuring point 8 is aligned with the temperature detecting unit 3 and the temperature measuring point 8 is in the temperature detecting unit When the depth of field is within the range of 3, the detection value of the temperature measuring point 8 (forehead) can be recorded in the mobile terminal device 1 and displayed to the user to achieve accurate body temperature measurement. If the temperature measurement point is not accurately identified, misaligned (the second coordinate of the temperature measurement point 8 and the first coordinate of the temperature detection unit 3 do not overlap or basically overlap in the reference coordinate system), the temperature detection unit 3 yuan and the temperature measurement point If the distance between 8 is not within the preset range, any one of the items is not satisfied, the measured temperature is invalid temperature value, and the measured temperature value may not be measured or displayed.
实施例三Example three
本发明实施例的一种非暂态计算机可读存储介质,该非暂态计算机可读存储介质存储计算机指令,该计算机指令用于使计算机执行实施例一的移动终端设备的体温测量方法。A non-transitory computer-readable storage medium according to an embodiment of the present invention stores computer instructions for causing a computer to execute the body temperature measurement method of a mobile terminal device of the first embodiment.
根据本发明实施例的计算机可读存储介质,其上存储有非暂时性计算机可读指令。当该非暂时性计算机可读指令由处理器运行时,执行前述的本发明实施例一方法的全部或部分步骤。According to the computer-readable storage medium of the embodiment of the present invention, non-transitory computer-readable instructions are stored thereon. When the non-transitory computer-readable instruction is executed by the processor, all or part of the steps of the method in the first embodiment of the present invention are executed.
上述计算机可读存储介质包括但不限于:光存储介质(例如:CD-ROM和DVD)、磁光存储介质(例如:MO)、磁存储介质(例如:磁带或移动硬盘)、具有内置的可重写非易失性存储器的媒体(例如:存储卡)和具有内置ROM的媒体(例如:ROM盒)。The aforementioned computer-readable storage media include, but are not limited to: optical storage media (for example: CD-ROM and DVD), magneto-optical storage media (for example: MO), magnetic storage media (for example: magnetic tape or mobile hard disk), Rewrite non-volatile memory media (for example: memory card) and media with built-in ROM (for example: ROM cartridge).
综上,本发明通过成像单元实时采集人脸面部影像,同时以成像单元的坐标系作为参考坐标系,给定温度检测单元在参考坐标系中的第一坐标,基于采集的人脸面部的影像识别出测温点在参考坐标系中的第二坐标,通过判断第二坐标与第一坐标是否在参考坐标系内重合或基本重合,当判断为重合或基本重合时温度检测单元的检测值为有效温度值,从而实现在移动终端设备上对人脸面部测温点的精确测量,能够实现便捷、易用的对人脸面部进行精确的体温检测。In summary, the present invention collects facial images in real time through the imaging unit, and at the same time uses the coordinate system of the imaging unit as the reference coordinate system. Given the first coordinates of the temperature detection unit in the reference coordinate system, it is based on the collected facial images. Identify the second coordinate of the temperature measurement point in the reference coordinate system, by judging whether the second coordinate and the first coordinate coincide or basically coincide in the reference coordinate system, when it is judged to be coincident or substantially coincident, the detection value of the temperature detection unit is Effective temperature value, so as to realize the accurate measurement of the face and face temperature measurement points on the mobile terminal device, and can realize the convenient and easy-to-use accurate body temperature detection of the face and face.
以上已经描述了本发明的各实施例,上述说明是示例性的,并非穷尽性的,并且也不限于所披露的各实施例。在不偏离所说明的各实施例的范围和精神的情况下,对于本技术领域的普通技术人员来说许多修改和变更都是显而易见的。The embodiments of the present invention have been described above, and the above description is exemplary, not exhaustive, and is not limited to the disclosed embodiments. Without departing from the scope and spirit of the described embodiments, many modifications and changes are obvious to those of ordinary skill in the art.

Claims (30)

  1. 一种移动终端设备的体温测量方法,所述移动终端设备包括温度检测单元和成像单元,其特征在于,所述方法包括:A method for measuring body temperature of a mobile terminal device, the mobile terminal device including a temperature detection unit and an imaging unit, characterized in that the method includes:
    设定参考坐标系,所述参考坐标系包括X轴和Y轴; Setting a reference coordinate system, the reference coordinate system including an X axis and a Y axis;
    设定所述温度检测单元在所述参考坐标系中的坐标为第一坐标,所述温度检测单元用于沿第一方向实时检测人脸面部的温度,所述第一方向垂直于所述X轴和所述Y轴所在的平面;The coordinates of the temperature detection unit in the reference coordinate system are set as the first coordinates, and the temperature detection unit is used to detect the temperature of the human face in real time along a first direction, the first direction being perpendicular to the X Axis and the plane on which the Y axis is located;
    利用所述成像单元沿所述第一方向实时获取所述人脸面部的影像;Acquiring the image of the human face in real time along the first direction by using the imaging unit;
    确定所述人脸面部的测温点的影像在所述参考坐标系中的坐标为第二坐标;Determining that the coordinates of the image of the temperature measurement point of the human face in the reference coordinate system are the second coordinates;
    判断所述第二坐标是否与所述第一坐标重合或基本重合;以及,判断移动终端设备与所述测温点沿所述第一方向的距离是否在预设范围之内;Judging whether the second coordinate coincides or substantially coincides with the first coordinate; and judging whether the distance between the mobile terminal device and the temperature measurement point along the first direction is within a preset range;
    若是,则输出所述温度检测单元检测到的温度信号。If yes, output the temperature signal detected by the temperature detection unit.
  2. 根据权利要求1所述的移动终端设备的体温测量方法,其特征在于,所述预设范围为所述温度检测单元的景深。The method for measuring body temperature of a mobile terminal device according to claim 1, wherein the preset range is a depth of field of the temperature detection unit.
  3. 根据权利要求2所述的移动终端设备的体温测量方法,其特征在于,所述景深范围为0cm至50cm。The method for measuring body temperature of a mobile terminal device according to claim 2, wherein the depth of field ranges from 0 cm to 50 cm.
  4. 根据权利要求1所述的移动终端设备的体温测量方法,其特征在于,所述第一方向与所述成像单元的光轴平行。The method for measuring body temperature of a mobile terminal device according to claim 1, wherein the first direction is parallel to the optical axis of the imaging unit.
  5. 根据权利要求1所述的移动终端设备的体温测量方法,其特征在于,在输出所述温度信号之前还包括:The method for measuring body temperature of a mobile terminal device according to claim 1, wherein before outputting the temperature signal, the method further comprises:
    判断所述温度信号是否为有效温度信号;Judging whether the temperature signal is a valid temperature signal;
    在所述第二坐标与所述第一坐标重合或基本重合、以及所述移动终端与所述测温点沿所述第一方向的距离在预设范围之内时,检测到的温度信号为有效温度信号;否则,为无效温度信号。When the second coordinate and the first coordinate coincide or substantially coincide, and the distance between the mobile terminal and the temperature measurement point in the first direction is within a preset range, the detected temperature signal is Effective temperature signal; otherwise, it is an invalid temperature signal.
  6. 根据权利要求1所述的移动终端设备的体温测量方法,其特征在于,确定所述人脸面部的测温点的影像在所述参考坐标系中的坐标为第二坐标,包括:The method for measuring body temperature of a mobile terminal device according to claim 1, wherein the determining that the coordinates of the image of the temperature measurement point of the human face in the reference coordinate system are the second coordinates, comprises:
    根据所述人脸面部的影像确定所述人脸面部的特征点的影像,所述特征点与所述测温点具有特定的几何位置关系;Determining the image of the feature point of the face according to the image of the face, where the feature point and the temperature measurement point have a specific geometric position relationship;
    确定所述特征点的影像在所述参考坐标系中的坐标;Determining the coordinates of the image of the feature point in the reference coordinate system;
    根据所述特征点的影像在所述参考坐标系中的坐标计算出所述测温点影像的所述第二坐标。The second coordinate of the temperature measurement point image is calculated according to the coordinates of the image of the characteristic point in the reference coordinate system.
  7. 根据权利要求6所述的移动终端设备的体温测量方法,其特征在于,所述测温点为额头中央区域;The method for measuring body temperature of a mobile terminal device according to claim 6, wherein the temperature measurement point is the central area of the forehead;
    所述特征点为双眼,每一眼睛为一个特征点;The characteristic points are two eyes, and each eye is a characteristic point;
    或者,所述特征点为双耳,每一耳朵为一个特征点;Or, the characteristic points are both ears, and each ear is a characteristic point;
    或者,所述特征点包括人脸轮廓的至少两个点。Alternatively, the feature points include at least two points of the contour of the human face.
  8. 根据权利要求6所述的移动终端设备的体温测量方法,其特征在于,所述测温点为耳道;所述特征点包括耳朵轮廓的至少两个点。The method for measuring body temperature of a mobile terminal device according to claim 6, wherein the temperature measurement point is an ear canal; and the characteristic point includes at least two points of the ear contour.
  9. 根据权利要求1所述的移动终端设备的体温测量方法,其特征在于,确定所述人脸面部的测温点的影像在所述参考坐标系中的坐标为第二坐标,包括:The method for measuring body temperature of a mobile terminal device according to claim 1, wherein the determining that the coordinates of the image of the temperature measurement point of the human face in the reference coordinate system are the second coordinates, comprises:
    基于测温点的特征,识别出所述人脸面部影像的测温点影像,所述测温点的特征包括:形状、影像特征至少其中之一; Identify the temperature measurement point image of the face image based on the characteristics of the temperature measurement point, and the characteristics of the temperature measurement point include at least one of a shape and an image feature;
    基于识别出的测温点的影像,确定所述测温点影像在所述参考坐标系中的所述第二坐标。Based on the recognized image of the temperature measurement point, the second coordinate of the temperature measurement point image in the reference coordinate system is determined.
  10. 根据权利要求1所述的移动终端设备的体温测量方法,其特征在于,所述参考坐标系包括所述成像单元的图像坐标系、相机坐标系或像素坐标系。The method for measuring body temperature of a mobile terminal device according to claim 1, wherein the reference coordinate system comprises an image coordinate system, a camera coordinate system, or a pixel coordinate system of the imaging unit.
  11. 根据权利要求1所述的移动终端设备的体温测量方法,其特征在于,设定所述温度检测单元在所述参考坐标系中的位置为第一坐标,包括:The method for measuring body temperature of a mobile terminal device according to claim 1, wherein setting the position of the temperature detection unit in the reference coordinate system as the first coordinate comprises:
    根据所述温度检测单元在移动终端中的位置,预先存储温度检测单元在所述参考坐标系中的第一坐标。According to the position of the temperature detection unit in the mobile terminal, the first coordinates of the temperature detection unit in the reference coordinate system are stored in advance.
  12. 根据权利要求1所述的移动终端设备的体温测量方法,其特征在于,判断移动终端与所述测温点沿所述第一方向的距离是否在预设范围之内,包括:The method for measuring body temperature of a mobile terminal device according to claim 1, wherein determining whether the distance between the mobile terminal and the temperature measurement point along the first direction is within a preset range comprises:
    实时获取所述人脸面部的测温点与所述移动终端之间的距离;Acquiring the distance between the temperature measurement point of the face and the mobile terminal in real time;
    比较获取的距离与所述预设范围;Comparing the acquired distance with the preset range;
    判断所述测得的距离是否在所述预设范围之内。It is determined whether the measured distance is within the preset range.
  13. 根据权利要求12所述的移动终端设备的体温测量方法,其特征在于,实时获取所述人脸面部的测温点与所述移动终端之间的距离,包括:The method for measuring body temperature of a mobile terminal device according to claim 12, wherein acquiring the distance between the temperature measurement point of the human face and the mobile terminal in real time comprises:
    根据所述特征点的影像估算温度检测单元与所述测温点沿所述第一方向的距离;或者,Estimate the distance between the temperature detection unit and the temperature measurement point in the first direction according to the image of the characteristic point; or,
    利用所述移动终端设备中预置的距离传感器检测所述测温点与所述移动终端设备之间的距离;Use a preset distance sensor in the mobile terminal device to detect the distance between the temperature measurement point and the mobile terminal device;
    或者,or,
    所述影像为三维图像;The image is a three-dimensional image;
    获取人脸面部的深度信息,基于所述深度信息估算出温度检测单元与所述测温点之间的距离。The depth information of the human face is acquired, and the distance between the temperature detection unit and the temperature measurement point is estimated based on the depth information.
  14. 根据权利要求1所述的移动终端设备的体温测量方法,其特征在于,所述温度检测单元为红外温度传感器。The method for measuring body temperature of a mobile terminal device according to claim 1, wherein the temperature detection unit is an infrared temperature sensor.
  15. 一种移动终端设备,其特征在于,包括:A mobile terminal device, characterized in that it comprises:
    成像单元,用于沿第一方向获取人脸面部的影像;The imaging unit is used to obtain an image of a human face along the first direction;
    温度检测单元,用于沿所述第一方向检测所述人脸面部的温度;A temperature detection unit, configured to detect the temperature of the human face along the first direction;
    存储单元,存储:参考坐标系的相关信息,所述参考坐标系的相关信息包括:X轴和Y轴,所述第一方向垂直于所述X轴和所述Y轴所在的平面;所述温度检测单元位于所述参考坐标系中的坐标为第一坐标;The storage unit stores: related information of a reference coordinate system, the related information of the reference coordinate system includes: X axis and Y axis, and the first direction is perpendicular to the plane where the X axis and the Y axis are located; The coordinates of the temperature detection unit in the reference coordinate system are the first coordinates;
    处理单元,确定所述人脸面部的测温点的影像在所述参考坐标系中的坐标为第二坐标;A processing unit, determining that the coordinates of the image of the temperature measurement point of the face in the reference coordinate system are the second coordinates;
    判断单元,用于判断所述第二坐标与所述第一坐标是否重合或基本重合;以及,判断所述移动终端设备与所述测温点沿所述第一方向的距离是否在预设范围之内;A judging unit for judging whether the second coordinate and the first coordinate are coincident or substantially coincident; and judging whether the distance between the mobile terminal device and the temperature measurement point along the first direction is within a preset range within;
    显示单元,用于在所述判断单元判断结果为是时,显示所述温度检查单元检测出的温度值。The display unit is configured to display the temperature value detected by the temperature inspection unit when the judgment result of the judgment unit is yes.
  16. 根据权利要求15所述的移动终端设备,其特征在于,所述判断单元包括:The mobile terminal device according to claim 15, wherein the judging unit comprises:
    第一子判断单元,用于判断所述第二坐标与所述第一坐标是否重合或基本重合;The first sub-judging unit is used to judge whether the second coordinate and the first coordinate are coincident or substantially coincident;
    第二子判断单元,用于判断所述移动终端设备与所述测温点沿所述第一方向的距离是否在预设范围之内;The second sub-judging unit is used to judge whether the distance between the mobile terminal device and the temperature measurement point along the first direction is within a preset range;
    输出单元,输出判断信号,在所述第一子判断单元及所述第二子判断单元的判断结果均为是时,所述判断信号为有效温度信号;在所述第一子判断单元及所述第二子判断单元的判断结果其中之一为否时,所述判断信号为无效温度信号。The output unit outputs a judgment signal. When the judgment results of the first sub judgment unit and the second sub judgment unit are both yes, the judgment signal is an effective temperature signal; When one of the judgment results of the second sub judgment unit is no, the judgment signal is an invalid temperature signal.
  17. 根据权利要求15所述的移动终端设备,其特征在于,所述处理单元包括:The mobile terminal device according to claim 15, wherein the processing unit comprises:
    第一确定子单元,用于根据成像单元获取的所述人脸面部的影像确定所述人脸面部的特征点的影像,所述存储单元还存储所述特征点与所述测温点具有的特定的几何位置关系;The first determining subunit is configured to determine the image of the feature point of the face and face according to the image of the face and face acquired by the imaging unit, and the storage unit also stores the features of the feature point and the temperature measurement point. Specific geometric position relationship;
    第二确定子单元,用于根据所述第一确定单元确定的所述特征点的影像,确定所述特征点的影像在所述参考坐标系中的坐标;The second determining subunit is configured to determine the coordinates of the image of the characteristic point in the reference coordinate system according to the image of the characteristic point determined by the first determining unit;
    第三确定子单元,用于获取所述几何位置关系,并根据所述特征点的影像在所述参考坐标系中的坐标、以及所述几何位置关系计算出所述测温点影像的所述第二坐标。The third determining subunit is used to obtain the geometric position relationship, and calculate the temperature measurement point image according to the coordinates of the feature point image in the reference coordinate system and the geometric position relationship The second coordinate.
  18. 根据权利要求17所述的移动终端设备,其特征在于,所述测温点为额头中央区域;The mobile terminal device of claim 17, wherein the temperature measurement point is a central area of the forehead;
    所述特征点为双眼,每一眼睛为一个特征点;The characteristic points are two eyes, and each eye is a characteristic point;
    或者,所述特征点为双耳,每一耳朵为特征点;Or, the characteristic points are both ears, and each ear is a characteristic point;
    或者,所述特征点包括人脸轮廓的至少两个点。Alternatively, the feature points include at least two points of the contour of the human face.
  19. 根据权利要求17所述的移动终端设备,其特征在于,所述测温点为耳道;所述特征点包括耳朵轮廓的至少两个点。The mobile terminal device according to claim 17, wherein the temperature measurement point is an ear canal; and the characteristic point includes at least two points of the ear contour.
  20. 根据权利要求15所述的移动终端设备,其特征在于,还包括:The mobile terminal device according to claim 15, further comprising:
    测温点识别单元,用于根据测温点的特征识别出所述人脸面部影像中的测温点影像,并基于识别出的测温点的影像,确定所述测温点影像在所述参考坐标系中的所述第二坐标;The temperature measurement point recognition unit is used to recognize the temperature measurement point image in the face image according to the characteristics of the temperature measurement point, and based on the recognized image of the temperature measurement point, determine that the temperature measurement point image is in the The second coordinate in the reference coordinate system;
    所述测温点的特征包括:形状、影像特征至少其中之一。The characteristics of the temperature measurement point include at least one of a shape and an image characteristic.
  21. 根据权利要求15所述的移动终端设备,其特征在于,所述第一方向与所述成像单元的光轴平行。The mobile terminal device according to claim 15, wherein the first direction is parallel to the optical axis of the imaging unit.
  22. 根据权利要求15所述的移动终端设备,其特征在于,所述预设范围为所述温度检测单元的景深。The mobile terminal device according to claim 15, wherein the preset range is the depth of field of the temperature detection unit.
  23. 根据权利要求22所述的移动终端设备,其特征在于,所述景深范围为0cm至50cm。The mobile terminal device of claim 22, wherein the depth of field ranges from 0 cm to 50 cm.
  24. 根据权利要求15所述的移动终端设备,其特征在于,所述参考坐标系包括所述成像单元的图像坐标系。The mobile terminal device according to claim 15, wherein the reference coordinate system comprises an image coordinate system of the imaging unit.
  25. 根据权利要求15所述的移动终端设备,其特征在于,所述第一坐标基于所述温度检测单元在所述移动终端设备中的位置被确定并预先存储在所述存储单元中。The mobile terminal device according to claim 15, wherein the first coordinates are determined based on the position of the temperature detection unit in the mobile terminal device and stored in the storage unit in advance.
  26. 根据权利要求17所述的移动终端设备,其特征在于,还包括距离获取单元,用于根据所述特征点的影像估算温度检测单元与所述测温点沿所述第一方向的距离;The mobile terminal device according to claim 17, further comprising a distance obtaining unit, configured to estimate the distance between the temperature detection unit and the temperature measurement point along the first direction according to the image of the characteristic point;
    或者,or,
    利用所述移动终端设备中预置的距离传感器检测所述测温点与移动终端设备之间的距离;Use a preset distance sensor in the mobile terminal device to detect the distance between the temperature measurement point and the mobile terminal device;
    或者,or,
    当所述成像单元获取的所述影像为三维图像时,基于获取人脸面部的深度信息,估算出温度检测单元与所述测温点之间的距离。When the image acquired by the imaging unit is a three-dimensional image, the distance between the temperature detection unit and the temperature measurement point is estimated based on the acquired depth information of the human face.
  27. 根据权利要求26所述的移动终端设备,其特征在于,所述距离传感器为红外线距离传感器、TOF传感器、激光雷达的其中之一。The mobile terminal device of claim 26, wherein the distance sensor is one of an infrared distance sensor, a TOF sensor, and a lidar.
  28. 28、根据权利要求15所述的移动终端设备,其特征在于,所述成像单元包括光学单目摄像头、光学双目摄像头、TOF传感器、3D结构光传感器的至少其中之一。28. The mobile terminal device of claim 15, wherein the imaging unit comprises at least one of an optical monocular camera, an optical binocular camera, a TOF sensor, and a 3D structured light sensor.
  29. 根据权利要求15所述的移动终端设备,其特征在于,所述温度检测单元为红外温度传感器。The mobile terminal device according to claim 15, wherein the temperature detection unit is an infrared temperature sensor.
  30. 一种非暂态计算机可读存储介质,其特征在于,该非暂态计算机可读存储介质存储计算机指令,该计算机指令用于使计算机执行权利要求1-14任一所述的移动终端设备的体温测量方法。A non-transitory computer-readable storage medium, wherein the non-transitory computer-readable storage medium stores computer instructions, and the computer instructions are used to make a computer execute the mobile terminal device according to any one of claims 1-14. Body temperature measurement method.
PCT/CN2020/135648 2020-06-16 2020-12-11 Body temperature measurement method of mobile terminal device, and mobile terminal device and medium WO2021253756A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN202010550608.7 2020-06-16
CN202010550608.7A CN113796838A (en) 2020-06-16 2020-06-16 Body temperature measuring method of mobile terminal device, mobile terminal device and medium

Publications (1)

Publication Number Publication Date
WO2021253756A1 true WO2021253756A1 (en) 2021-12-23

Family

ID=78943317

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2020/135648 WO2021253756A1 (en) 2020-06-16 2020-12-11 Body temperature measurement method of mobile terminal device, and mobile terminal device and medium

Country Status (2)

Country Link
CN (1) CN113796838A (en)
WO (1) WO2021253756A1 (en)

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7548776B2 (en) * 2005-02-08 2009-06-16 Southern Taiwan University Of Technology Method and system for performing fever triage
CN101933799A (en) * 2009-06-30 2011-01-05 柏讯科技有限公司 Remote temperature sensing device
CN104811656A (en) * 2014-01-28 2015-07-29 佳霖科技股份有限公司 Intelligent monitoring system
CN106667449A (en) * 2017-03-27 2017-05-17 广东小天才科技有限公司 Ear-temperature measuring method and device
CN107591207A (en) * 2017-08-24 2018-01-16 深圳市华盛昌科技实业股份有限公司 A kind of epidemic situation investigation method, apparatus, system and equipment
CN109091118A (en) * 2017-06-21 2018-12-28 深圳大森智能科技有限公司 A kind of sign data monitoring system, monitoring method and terminal
CN110916620A (en) * 2019-10-30 2020-03-27 深圳市华盛昌科技实业股份有限公司 Body temperature measuring method and terminal

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2012067282A1 (en) * 2010-11-17 2012-05-24 (주)이지템 Mobile device and method for measuring temperature of thermal picture including body temperature
CN106551679A (en) * 2016-11-01 2017-04-05 珠海格力电器股份有限公司 A kind of mobile terminal and the temp measuring method based on mobile terminal
CN107361748B (en) * 2017-07-20 2023-11-28 歌尔股份有限公司 Body temperature testing method and device
WO2019209680A1 (en) * 2018-04-24 2019-10-31 Helen Of Troy Limited System and method for human temperature regression using multiple structures
CN109846463A (en) * 2019-03-04 2019-06-07 武汉迅检科技有限公司 Infrared face temp measuring method, system, equipment and storage medium

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7548776B2 (en) * 2005-02-08 2009-06-16 Southern Taiwan University Of Technology Method and system for performing fever triage
CN101933799A (en) * 2009-06-30 2011-01-05 柏讯科技有限公司 Remote temperature sensing device
CN104811656A (en) * 2014-01-28 2015-07-29 佳霖科技股份有限公司 Intelligent monitoring system
CN106667449A (en) * 2017-03-27 2017-05-17 广东小天才科技有限公司 Ear-temperature measuring method and device
CN109091118A (en) * 2017-06-21 2018-12-28 深圳大森智能科技有限公司 A kind of sign data monitoring system, monitoring method and terminal
CN107591207A (en) * 2017-08-24 2018-01-16 深圳市华盛昌科技实业股份有限公司 A kind of epidemic situation investigation method, apparatus, system and equipment
CN110916620A (en) * 2019-10-30 2020-03-27 深圳市华盛昌科技实业股份有限公司 Body temperature measuring method and terminal

Also Published As

Publication number Publication date
CN113796838A (en) 2021-12-17

Similar Documents

Publication Publication Date Title
US11948332B2 (en) Method and an apparatus for determining a gaze point on a three-dimensional object
US9432593B2 (en) Target object information acquisition method and electronic device
JP4604190B2 (en) Gaze detection device using distance image sensor
Jung et al. Time-of-flight sensor calibration for a color and depth camera pair
CN106595519B (en) A kind of flexible 3 D contour measuring method and device based on laser MEMS projection
TWI498580B (en) Length measuring method and length measuring apparatus
US20210096250A1 (en) Imaging device and monitoring device
CN102833486B (en) The method and device of face displaying ratio in a kind of real-time adjusting video images
US20150138349A1 (en) 3-d scanning and positioning system
JP2019194616A (en) Position detection method, device and equipment based upon image, and storage medium
US11533466B2 (en) Active stereo matching for depth applications
CN105286871A (en) Video processing-based body height measurement method
CN105335699B (en) Read-write scene is read and write intelligent identification and the application thereof of element three-dimensional coordinate
CN107421462A (en) Object three-dimensional contour outline measuring system based on line laser structured light
CN105354825A (en) Intelligent device for automatically identifying position of reading material in read-write scene and application of intelligent device
CN111289226A (en) Line laser flatness detection method based on visual measurement technology
US11259000B2 (en) Spatiotemporal calibration of RGB-D and displacement sensors
CN109223303A (en) Full-automatic wound shooting assessment safety goggles and measurement method
CN109085603A (en) Optical 3-dimensional imaging system and color three dimensional image imaging method
WO2021253756A1 (en) Body temperature measurement method of mobile terminal device, and mobile terminal device and medium
CN111595460A (en) High-precision infrared temperature measurement method and device based on face recognition
CN111862170A (en) Optical motion capture system and method
CN114004880B (en) Point cloud and strong reflection target real-time positioning method of binocular camera
WO2016099321A1 (en) Method for checking the linear dimensions of three-dimensional objects
US11393434B2 (en) Method, processing device, and display system for information display

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 20941169

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 20941169

Country of ref document: EP

Kind code of ref document: A1