WO2020172800A1 - Patrol control method for movable platform, and movable platform - Google Patents

Patrol control method for movable platform, and movable platform Download PDF

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Publication number
WO2020172800A1
WO2020172800A1 PCT/CN2019/076200 CN2019076200W WO2020172800A1 WO 2020172800 A1 WO2020172800 A1 WO 2020172800A1 CN 2019076200 W CN2019076200 W CN 2019076200W WO 2020172800 A1 WO2020172800 A1 WO 2020172800A1
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WO
WIPO (PCT)
Prior art keywords
shooting
inspection
image
movable platform
patrol
Prior art date
Application number
PCT/CN2019/076200
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French (fr)
Chinese (zh)
Inventor
张伟
Original Assignee
深圳市大疆创新科技有限公司
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 深圳市大疆创新科技有限公司 filed Critical 深圳市大疆创新科技有限公司
Priority to PCT/CN2019/076200 priority Critical patent/WO2020172800A1/en
Priority to CN201980005379.6A priority patent/CN111316185A/en
Publication of WO2020172800A1 publication Critical patent/WO2020172800A1/en

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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course or altitude of land, water, air, or space vehicles, e.g. automatic pilot
    • G05D1/10Simultaneous control of position or course in three dimensions
    • G05D1/101Simultaneous control of position or course in three dimensions specially adapted for aircraft

Definitions

  • the embodiment of the present invention relates to the technical field of movable platforms, and in particular to a method for inspection control of a movable platform and a movable platform.
  • mobile platforms such as drones, unmanned vehicles, etc.
  • outdoor inspection operations such as power facilities, oil pipelines, gas pipelines and other inspection operations.
  • the inspection operation is a repetitive work. It is hoped that the movable platform will be moved to the preset inspection position, the camera of the movable platform will be adjusted to the preset shooting posture, and the camera will be controlled to shoot for inspection The patrol reference image of the target's working status.
  • the embodiment of the present invention provides a patrol inspection control method of a movable platform and a movable platform, which are used to improve the overlap between the image taken by the camera and the patrol reference image, and improve the accuracy of detecting the working state of the patrol target, so as to Perform fault diagnosis.
  • an embodiment of the present invention provides a patrol control method for a movable platform, wherein the movable platform includes a camera, and the method includes:
  • the current photographing posture of the photographing device is adjusted.
  • an embodiment of the present invention provides a movable platform, the movable platform including a processor and a camera;
  • the photographing device is used to photograph images
  • the processor is used for:
  • the current photographing posture of the photographing device is adjusted.
  • an embodiment of the present invention provides a readable storage medium on which a computer program is stored; when the computer program is executed, it realizes the readable storage medium as described in the embodiment of the present invention in the first aspect. Inspection control method of mobile platform.
  • an embodiment of the present invention provides a program product, the program product includes a computer program, the computer program is stored in a readable storage medium, and at least one processor of a removable platform can download from the readable storage medium The computer program is read, and the at least one processor executes the computer program to make the movable platform implement the patrol control method of the movable platform according to the embodiment of the present invention in the first aspect.
  • the patrol control method of the movable platform and the movable platform provided by the embodiment of the present invention obtain the reference patrol parameters when the movable platform is at the patrol position and the patrol reference image corresponding to the reference patrol parameters, According to the reference patrol parameters, adjust the current patrol parameters of the movable platform, where the patrol parameters include the position and the shooting posture of the shooting device; acquiring the shooting image of the shooting device; according to the shooting image And the patrol reference image to adjust the current shooting posture of the shooting device.
  • the deviation in adjusting the current patrol parameters of the movable platform according to the reference patrol parameters can be reduced, thereby improving
  • the degree of coincidence between the image taken by the camera and the inspection reference image is improved, and the accuracy of detecting the working status of the inspection target is improved for fault diagnosis.
  • Fig. 1 is a schematic architecture diagram of an unmanned aerial system according to an embodiment of the present invention
  • FIG. 2 is a flowchart of a method for patrol inspection of a movable platform provided by an embodiment of the present invention
  • FIG. 3 is an intention of comparison between a captured image and a patrol reference image provided by an embodiment of the invention
  • FIG. 4 is a schematic diagram of multiple different reference shooting focal lengths provided by an embodiment of the present invention.
  • FIG. 5 is a schematic structural diagram of a movable platform provided by an embodiment of the present invention.
  • a component when a component is said to be “fixed to” another component, it can be directly on the other component or a central component may also exist. When a component is considered to be “connected” to another component, it can be directly connected to another component or there may be a centered component at the same time.
  • the embodiment of the present invention provides a patrol control method of a movable platform and a movable platform.
  • the movable platform can be unmanned aerial vehicles, unmanned ships, unmanned vehicles, robots, etc.
  • the unmanned aerial vehicle may be a rotorcraft, for example, a multi-rotor aircraft propelled by a plurality of propulsion devices through the air.
  • the embodiments of the present invention are not limited thereto. It should be noted that this embodiment takes drones as an example for description, but the embodiments of the present invention are not limited to being applied to drones, and can be applied to other movable platforms, such as unmanned vehicles, unmanned ships, Robots etc.
  • Fig. 1 is a schematic architecture diagram of an unmanned aerial system according to an embodiment of the present invention.
  • a rotary wing drone is taken as an example for description.
  • the unmanned flying system 100 may include a drone 110, a display device 130, and a control terminal 140.
  • the UAV 110 may include a power system 150, a flight control system 160, a frame, and a pan/tilt 120 carried on the frame.
  • the drone 110 can wirelessly communicate with the control terminal 140 and the display device 130.
  • the frame may include a fuselage and a tripod (also called a landing gear).
  • the fuselage may include a center frame and one or more arms connected to the center frame, and the one or more arms extend radially from the center frame.
  • the tripod is connected with the fuselage, and is used for supporting the UAV 110 when landing.
  • the power system 150 may include one or more electronic speed regulators (referred to as ESCs) 151, one or more propellers 153, and one or more motors 152 corresponding to the one or more propellers 153, wherein the motors 152 are connected to Between the electronic governor 151 and the propeller 153, the motor 152 and the propeller 153 are arranged on the arm of the UAV 110; the electronic governor 151 is used to receive the driving signal generated by the flight control system 160 and provide driving according to the driving signal Current is supplied to the motor 152 to control the speed of the motor 152.
  • the motor 152 is used to drive the propeller to rotate, thereby providing power for the flight of the drone 110, and the power enables the drone 110 to realize one or more degrees of freedom of movement.
  • the drone 110 may rotate about one or more rotation axes.
  • the aforementioned rotation axis may include a roll axis (Roll), a yaw axis (Yaw), and a pitch axis (pitch).
  • the motor 152 may be a DC motor or an AC motor.
  • the motor 152 may be a brushless motor or a brushed motor.
  • the flight control system 160 may include a flight controller 161 and a sensing system 162.
  • the sensing system 162 is used to measure the attitude information of the drone, that is, the position information and state information of the drone 110 in space, such as three-dimensional position, three-dimensional angle, three-dimensional velocity, three-dimensional acceleration, and three-dimensional angular velocity.
  • the sensing system 162 may include, for example, at least one of sensors such as a gyroscope, an ultrasonic sensor, an electronic compass, an inertial measurement unit (IMU), a vision sensor, a global navigation satellite system, and a barometer.
  • the global navigation satellite system may be a global positioning system (Global Positioning System, GPS).
  • the flight controller 161 is used to control the flight of the drone 110, for example, it can control the flight of the drone 110 according to the attitude information measured by the sensor system 162. It should be understood that the flight controller 161 can control the drone 110 according to pre-programmed program instructions, and can also control the drone 110 by responding to one or more control instructions from the control terminal 140.
  • the pan/tilt head 120 may include a motor 122.
  • the pan/tilt is used to carry the camera 123.
  • the flight controller 161 can control the movement of the pan-tilt 120 through the motor 122.
  • the pan/tilt head 120 may further include a controller for controlling the movement of the pan/tilt head 120 by controlling the motor 122.
  • the pan-tilt 120 may be independent of the drone 110 or a part of the drone 110.
  • the motor 122 may be a DC motor or an AC motor.
  • the motor 122 may be a brushless motor or a brushed motor.
  • the pan-tilt may be located on the top of the drone or on the bottom of the drone.
  • the photographing device 123 may be, for example, a device for capturing images, such as a camera or a video camera, and the photographing device 123 may communicate with the flight controller and take pictures under the control of the flight controller.
  • the imaging device 123 of this embodiment at least includes a photosensitive element, and the photosensitive element is, for example, a Complementary Metal Oxide Semiconductor (CMOS) sensor or a Charge-coupled Device (CCD) sensor. It can be understood that the camera 123 can also be directly fixed to the drone 110, so the pan/tilt 120 can be omitted.
  • CMOS Complementary Metal Oxide Semiconductor
  • CCD Charge-coupled Device
  • the display device 130 is located at the ground end of the unmanned aerial system 100, can communicate with the drone 110 in a wireless manner, and can be used to display the attitude information of the drone 110.
  • the image taken by the photographing device may also be displayed on the display device 130.
  • the display device 130 may be an independent device or integrated in the control terminal 140.
  • the control terminal 140 is located on the ground end of the unmanned aerial system 100, and can communicate with the drone 110 in a wireless manner for remote control of the drone 110.
  • inspection is a repetitive work. It is hoped that the movable platform can be moved to the preset inspection position, the camera of the movable platform is adjusted to the preset shooting attitude, and the camera is controlled to shoot. Obtain the inspection reference image used to detect the status of the inspection target.
  • the drone moves to the inspection operation point, and then adjusts the shooting posture of the camera. After the adjustment is completed, the camera is controlled to shoot to obtain the current image. If the overlap between the current image and the inspection reference image is very high, it is convenient for the staff to perform fault diagnosis on the inspection target.
  • FIG. 2 is a flowchart of a mobile platform inspection control method provided by an embodiment of the present invention.
  • the method of this embodiment can be applied to a movable platform, and the movable platform includes Camera device.
  • the movable platform may be, for example, a drone, but this embodiment is not limited to this.
  • the method of this embodiment may include:
  • S201 Obtain a reference patrol parameter of the movable platform when patrolling a position point and a patrol reference image corresponding to the reference patrol parameter.
  • the movable platform can acquire the reference inspection parameters at the inspection location point and the inspection reference image corresponding to the reference inspection parameters.
  • the aforementioned reference inspection parameters and the inspection reference image corresponding to the reference inspection parameters may be collected by other movable platforms, and then the movable platform in this embodiment acquires other The reference patrol parameters and the patrol reference images corresponding to the reference patrol parameters collected by the movable platform of the patrol position.
  • the movable platform of this embodiment collects the reference patrol parameters of the movable platform at the patrol position and the patrol reference image corresponding to the reference patrol parameters. For example: when the movable platform of this embodiment controls the movable platform to move to the inspection location point, the inspection parameters of the movable platform are recorded as reference inspection parameters, and the camera device of the movable platform is controlled to shoot And record the image obtained by shooting as the patrol reference image.
  • the movable platform of this embodiment may be the inspection parameter sent by the terminal device (if the movable platform is the above-mentioned drone 110, the terminal device may be the control terminal 140) sent by the terminal device communicating with it. The above-mentioned recording operation is performed only when the instruction is recorded.
  • the mobile platform can acquire the image collected by the shooting device and send the collected image to the terminal device.
  • the terminal device displays the collected image through the display device (such as the display screen).
  • the collected image can be used as
  • the user performs the patrol parameter recording operation on the interactive device (such as the touch screen) of the terminal device.
  • the terminal device detects the patrol parameter recording operation through the interactive device, it sends the patrol inspection to the movable platform Parameter record instruction.
  • the inspection parameter recording instruction may be, for example, a shooting instruction, which is not limited in this embodiment.
  • the movable platform may obtain the reference inspection parameters at the inspection location point and the inspection reference image corresponding to the reference inspection parameters from the external device.
  • the external device may, for example, It is a terminal device or server connected to the mobile platform in communication.
  • the external device may obtain the reference patrol parameters and the patrol reference image corresponding to the reference patrol parameters collected by the other movable platform at the patrol location point from the other movable platform.
  • the inspection parameters may include the position and the shooting attitude of the shooting device; the shooting attitude includes at least one of the following: attitude in the roll direction, attitude in the yaw direction, and attitude in the pitch direction.
  • the reference patrol parameter may include a reference position and a reference shooting attitude of the photographing device, where the reference position may be the position of the patrol position point, and the position may be obtained through GPS or RTK equipment, for example.
  • the shooting posture of the camera can be determined by the posture of the pan-tilt. If the movable platform does not include a pan/tilt, the shooting attitude of the shooting device can be determined by the attitude of the movable platform. Therefore, the shooting posture of the camera in this embodiment may be determined by the posture of the pan/tilt and/or the movable platform that carries the camera.
  • the movable platform adjusts the current patrol parameters of the movable platform according to the aforementioned reference patrol parameters.
  • the current patrol parameter corresponds to the reference patrol parameter, that is, the current patrol parameter may include: the current position of the movable platform and the current shooting attitude of the camera.
  • the current inspection parameters of the movable platform may be adjusted to the current inspection parameters.
  • the inspection parameters may also include the imaging parameters of the shooting device.
  • the reference inspection parameters may also include the reference imaging parameters of the shooting device
  • the current inspection parameters may also include the current imaging parameters of the shooting device.
  • the imaging parameters may include exposure time, exposure gain, and so on.
  • the adjusting the shooting posture of the shooting device may be: adjusting the posture of the pan-tilt and/or the movable platform that carries the shooting device to adjust the shooting posture of the shooting device. If the movable platform includes a pan/tilt carrying the camera, the attitude of the pan/tilt and/or the attitude of the movable platform are adjusted to adjust the shooting attitude of the camera. If the movable platform does not include a pan/tilt carrying the camera, adjust the posture of the movable platform to adjust the shooting posture of the camera.
  • the movable platform adjusts the current patrol parameters of the movable platform according to the reference patrol parameters, and then acquires the photographed images of the photographing device in the movable platform.
  • S204 Adjust the current shooting posture of the shooting device according to the shooting image and the patrol reference image.
  • the movable platform executes S203, according to the photographed image and the inspection reference image obtained in S203, adjust the The current shooting attitude of the camera. After the movable platform adjusts the current shooting posture of the shooting device according to the captured image and the inspection reference image, the movable platform acquires the image shot by the shooting device again. The image obtained this time can be used to detect the working status of the inspection target so as to Perform fault diagnosis.
  • the shooting device is controlled to shoot and obtain the shooting image of the shooting device, and the shooting image is used to detect the working state of the inspection target.
  • the patrol reference image may include the image of the patrol target, which can ensure that the image taken by the photographing device after adjusting the current shooting posture of the photographing device also includes the image of the patrol target to ensure that the image can be Used to detect the working status of the inspection target.
  • the degree of coincidence between the image captured by the camera and the reference image for inspection is greater than or equal to a preset degree of coincidence.
  • the overlap between the image taken by the camera after S204 and the patrol reference image is as high as possible.
  • the patrol reference image is an image that is conducive to detecting the working state of the patrol target. Therefore, the camera after S204 is executed When the degree of coincidence between the captured image and the inspection reference image is as high as possible, in actual inspection, the working state of the inspection target can be guaranteed to be more accurate.
  • the patrol inspection control method of the movable platform obtains the reference patrol parameters when the movable platform is at the patrol position and the patrol reference image corresponding to the reference patrol parameters, according to the reference patrol Inspection parameters, adjusting the current inspection parameters of the movable platform, where the inspection parameters include the position and the shooting attitude of the shooting device; acquiring the shooting image of the shooting device; according to the shooting image and the inspection Adjust the current shooting posture of the shooting device with reference to the image.
  • the deviation in adjusting the current patrol parameters of the movable platform according to the reference patrol parameters can be reduced, thereby improving
  • the degree of coincidence between the image taken by the camera and the inspection reference image is improved, and the accuracy of detecting the working status of the inspection target is improved for fault diagnosis.
  • S204 may include S2041 and S2042:
  • the movable platform determines the photographing attitude deviation that needs to be adjusted when the photographing device needs to photograph the same image as the patrol reference image.
  • the attitude deviation may include at least one of the following: attitude deviation in the pitch direction, attitude deviation in the roll direction, and attitude deviation in the yaw direction.
  • a possible implementation of S2041 above is: obtaining the first position of the target object in the patrol reference image; and obtaining the second position of the target object in the captured image; and then according to the The deviation between the first position and the second position determines the deviation of the shooting attitude of the camera.
  • the movable platform determines the target object in the patrol reference image, and obtains the position of the target object in the patrol reference image, which is called the first position, and the movable platform determines the same in the captured image
  • the target object, and the position of the same target object in the captured image is obtained, which is called the second position.
  • the target object may be a specific target.
  • the target object may be an inspection target, for example.
  • the target object may also be other objects with specific characteristics, for example, the target
  • the object can be a feature point (such as a corner point, etc.) in the image.
  • the movable platform determines the deviation between the first position and the second position according to the acquired first position and the second position. As shown in Figure 3, the position of the target object in the inspection reference image is at the same target object The positions of the captured images are different, and the deviation between the two positions is dx and dy.
  • the movable platform determines the shooting attitude deviation of the shooting device according to the deviation between the first position and the second position. Eliminating the shooting attitude deviation can make the target object in the inspection reference image position and the position in the shooting image the same.
  • a possible implementation manner of determining the shooting attitude deviation of the shooting device according to the deviation between the first position and the second position is: according to the difference between the first position and the second position
  • the deviation and the angle of view of the camera determine the deviation of the shooting attitude of the camera.
  • a possible implementation of S2041 above is: extracting the first feature point in the patrol reference image, and finding the second feature point corresponding to the first feature point in the captured image, and according to the first feature point
  • the position in the patrol reference image and the position of the second feature point in the captured image can determine the shooting attitude deviation of the camera.
  • the current shooting attitude of the shooting device is adjusted according to the shooting attitude deviation. For example: according to the deviation of the shooting attitude, the attitude of the pan-tilt and/or the movable platform of the camera can be adjusted, so as to adjust the current shooting attitude of the shooting device to eliminate the shooting image and inspection reference of the shooting device. The deviation between the images.
  • the inspection parameter further includes the shooting focal length of the camera
  • the reference inspection parameter includes the reference shooting focal length of the camera
  • the current inspection parameter includes the current shooting focal length of the camera.
  • the patrol reference image is a reference image acquired by a photographing device (the photographing device may be the photographing device of the movable platform of this embodiment or other movable platform) under the reference photographing focal length.
  • a possible implementation of S202 may further include: adjusting the current shooting focal length of the shooting device of the movable platform to the reference shooting focal length. That is, the movable platform of this embodiment not only adjusts the current position of the movable platform to the reference position of the inspection position point, and adjusts the shooting posture of the camera to the reference shooting posture, but also adjusts the current shooting focus of the camera The reference shooting focal length. It should be noted that the movable platform of this embodiment is not limited to adjusting these parameters, for example, exposure parameters can also be adjusted.
  • a possible implementation manner of the foregoing S203 is: acquiring a photographed image of the photographing device at the reference photographing focal length.
  • the movable platform of this embodiment acquires the photographed image of the photographing device in the movable platform at the reference photographing focal length.
  • the inspection reference image and the photographed image in this embodiment are obtained at the same photographing focal length, so the adjusted photographing posture of the photographing device is more accurate.
  • the reference photographing focal length of the photographing device is one. That is, the reference inspection parameters include a reference position, a reference shooting attitude of the shooting device, and a reference shooting focal length.
  • the movable platform of this embodiment obtains the reference patrol parameters and the patrol reference image corresponding to the reference patrol parameters when the movable platform is at the patrol position, and controls the movable platform to move according to the reference patrol parameters To the reference position, the current shooting posture of the shooting device is adjusted to the reference shooting posture, and the current shooting focal length of the shooting device is adjusted to the reference shooting focal length. It should be noted that if the shooting focal length of the shooting device before adjustment is equal to the reference shooting focal length, there is no need to adjust the current shooting focal length of the shooting device.
  • this kind of scene is the non-zoom shooting of the shooting device.
  • the shooting focal length of each inspection position point in the inspection process is the same shooting focal length.
  • the movable platform obtains the photographed image of the photographing device at the reference photographing focal length, and then adjusts the current photographing posture of the photographing device according to the photographed image and the patrol reference image obtained at the same focal length.
  • the shooting device is controlled to shoot and obtain the shooting image of the shooting device, and the shooting image is used to detect the working state of the inspection target.
  • the reference patrol parameters and patrol reference images may be collected by the movable platform of this embodiment, that is, when the movable platform of this embodiment controls the movable platform to move to the patrol position, it records The current position of the movable platform is the reference position, the current shooting posture of the recording device is the reference shooting posture, the current shooting focal length of the recording device is the reference shooting focal length, and the shooting device is controlled to shoot, and the reference shooting focal length obtained by shooting The image below is recorded as the patrol reference image.
  • the reference patrol parameters and patrol reference images here can also be executed by other movable platforms.
  • the reference shooting focal length includes a plurality of different reference shooting focal lengths
  • the patrol reference image includes multiple frames of patrol reference images, wherein the multiple frames of patrol reference images are in the Reference images acquired at multiple different reference shooting focal lengths.
  • a possible implementation manner of adjusting the current shooting focal length of the shooting device of the movable platform to the reference shooting focal length is as follows: The current shooting focal length of the shooting device of the movable platform is adjusted to the multiple different reference shooting focal lengths.
  • a possible implementation manner of acquiring the photographed images of the photographing device at the reference photographing focal length is to separately acquire photographed images of the photographing device at the multiple different reference photographing focal lengths.
  • a possible implementation manner of adjusting the current photographing posture of the photographing device is: according to the photographed images at the multiple different reference photographing focal lengths and the corresponding The patrol reference image corresponding to the reference shooting focal length adjusts the current shooting posture of the shooting device respectively. After adjusting the current shooting posture of the shooting device, the shooting device is controlled to shoot and obtain the shooting image of the shooting device, and the shooting image is used to detect the working state of the inspection target.
  • the reference inspection parameters of this embodiment include the reference position, the reference shooting attitude of the shooting device, and multiple different reference shooting focal lengths. Taking n as an example, n is an integer greater than or equal to 2, and the multiple different reference shooting focal lengths range from small to The larger order is f1, f2, ..., fn, and optionally, the focal length difference between two adjacent focal lengths is the same value ⁇ f, as shown in FIG. 4.
  • the patrol reference image includes multiple frames of patrol reference images, that is, the patrol reference image 1 and the patrol reference image obtained under f2, the patrol reference image 2,..., the patrol reference image obtained under fn with the reference shooting focal length of f1 n.
  • the movable platform of this embodiment obtains the reference patrol parameters and the patrol reference image corresponding to the reference patrol parameters when the movable platform is at the patrol position, and controls the movable platform to move according to the reference patrol parameters
  • the current shooting posture of the shooting device is adjusted to the reference shooting posture.
  • the current shooting focal length of the shooting device is adjusted to the reference shooting focal length f1
  • the shooting image 1 shot by the shooting device at the reference shooting focal length f1 is acquired
  • the current shooting posture of the shooting device is adjusted according to the shooting image 1 and the inspection reference image 1.
  • the current shooting focal length of the shooting device is adjusted from f1 to the reference shooting focal length f2, and the images taken by the shooting device at the reference shooting focal length f2 are obtained.
  • the current shooting posture of the camera is adjusted again. And so on.
  • the current shooting focal length of the shooting device is adjusted from f(n-1) to the reference shooting focal length fn to obtain The photographed image n taken by the photographing device at the reference photographing focal length fn, and the current photographing posture of the photographing device is adjusted again according to the photographed image n and the patrol reference image n.
  • the movable platform After the movable platform readjusts the current shooting attitude of the shooting device according to the shooting image n and the inspection reference image n, the movable platform then obtains the shooting image taken by the shooting device at the reference shooting focal length fn, and uses the shooting image In order to detect the working status of the inspection target, and the movable platform can again acquire the photographed image taken by the camera at the reference photographing focal length fn and the inspection reference image n obtained at the reference photographing focal length fn.
  • the coincidence degree is greater than or equal to the preset coincidence degree .
  • This kind of scene can be zoomed shooting of a camera, for example, the shooting focal length of each patrol position of the movable platform may be different during the patrol process, and the shooting focal length of the camera needs to be checked every time a patrol position is reached. Zoom processing. Therefore, by performing the zoom processing on the imaging device multiple times at each inspection position point by the above solution, the current shooting posture of the imaging device is adjusted multiple times, which can avoid the phenomenon that the imaging device cannot capture the inspection target. It can be understood that the focal length difference between two adjacent focal lengths may also be different.
  • the reference patrol parameters and patrol reference images may be collected by the movable platform of this embodiment, that is, when the movable platform of this embodiment controls the movable platform to move to the patrol position, it records
  • the current position of the movable platform is a reference position
  • the current shooting posture of the recording camera is the reference shooting posture.
  • Record the current shooting focal length fn of the shooting device as the reference shooting focal length fn
  • control the shooting device to shoot and record the image under the reference shooting focal length fn obtained by shooting as the inspection reference image n, where the reference shooting focal length fn is available
  • the shooting focal length used by the mobile platform to detect the working status of the inspection target when the inspection position is point.
  • the movable platform adjusts the current shooting focal length of the shooting device from fn to f(n-1), recording the current shooting focal length f(n-1) of the shooting device as the reference shooting focal length f(n-1), and controlling the shooting The device shoots, and records the image obtained by shooting at the reference shooting focal length f(n-1) as the inspection reference image n-1. And so on.
  • the movable platform adjusts the current shooting focal length of the shooting device from f2 to f1, recording the current shooting focal length f1 of the shooting device as the reference shooting focal length f1, and controlling the shooting device to shoot, and the reference shooting focal length f(n-1) obtained by shooting The image below is recorded as the patrol reference image 1.
  • the movable platform of this embodiment can obtain different patrol reference images n to patrol reference images 1 obtained by the camera at multiple fn to f1 different shooting focal lengths, so as to be used for the current shooting attitude of the subsequent camera. Adjustment. It should be noted that the solutions of how to record the reference shooting focal lengths f1 to fn and the inspection reference image n to the inspection reference image 1 can also be implemented by other movable platforms.
  • the embodiment of the present invention also provides a computer storage medium, the computer storage medium stores program instructions, and the program execution may include the inspection control method of the movable platform as shown in FIG. 2 and its corresponding embodiment. Part or all of the steps.
  • FIG. 5 is a schematic structural diagram of a movable platform provided by an embodiment of the present invention.
  • the movable platform 500 of this embodiment may include a processor 501 and a camera 502; the processor 501 and the camera 502 pass through Bus connection.
  • the photographing device 502 is used to photograph images.
  • the processor 501 is configured to:
  • the current photographing posture of the photographing device 502 is adjusted.
  • the degree of coincidence between the image captured by the shooting device 502 after adjusting the current shooting attitude and the inspection reference image is greater than or equal to a preset degree of coincidence.
  • the processor 501 is specifically configured to:
  • the current shooting posture of the shooting device 502 is adjusted.
  • the processor 501 is specifically configured to:
  • the deviation of the shooting posture of the camera 502 is determined according to the deviation between the first position and the second position.
  • the processor 501 is specifically configured to:
  • the deviation of the shooting attitude of the camera 502 is determined according to the deviation between the first position and the second position and the field of view of the camera 502.
  • the inspection parameter further includes the shooting focal length of the shooting device
  • the reference inspection parameter includes the reference shooting focal length of the shooting device
  • the inspection reference image is a reference obtained by the shooting device at the reference shooting focal length.
  • the processor 501 is further configured to: adjust the current shooting focal length of the shooting device 502 of the movable platform 500 to the reference shooting focal length;
  • the processor 501 acquires the photographed image of the photographing device 502, it is specifically configured to: acquire the photographed image of the photographing device 502 at the reference photographing focal length.
  • the reference photographing focal length of the photographing device 502 is one.
  • the reference shooting focal length includes a plurality of different reference shooting focal lengths
  • the patrol reference image includes multiple frames of patrol reference images, wherein the multiple frames of patrol reference images are Reference images acquired at different reference focal lengths
  • the processor 501 adjusts the current shooting focal length of the shooting device 502 of the movable platform 500 to the reference shooting focal length according to the reference shooting focal length, it is specifically configured to: Adjusting the current shooting focal length of the shooting device 502 of the movable platform 500 to the multiple different reference shooting focal lengths;
  • the processor 501 acquires the photographed images of the photographing device 502 at the reference photographing focal length, it is specifically configured to: respectively acquire photographed images of the photographing device 502 at the multiple different reference photographing focal lengths;
  • the processor 501 adjusts the current shooting attitude of the shooting device 502 according to the captured image and the patrol reference image, it is specifically configured to: according to the captured images and the captured images at the multiple different reference shooting focal lengths
  • the patrol reference image corresponding to the reference shooting focal length adjusts the current shooting posture of the shooting device 502 respectively.
  • the inspection reference image includes an image of the inspection target.
  • the processor 501 when the processor 501 adjusts the shooting posture of the camera 502, it is specifically configured to adjust the posture of the movable platform 500 to adjust the shooting posture of the camera 502.
  • the movable platform may further include a pan/tilt (not shown in the figure), the pan/tilt is used to carry the camera 502, and the pan/tilt and the processor 501 may be communicatively connected via a bus.
  • the processor 501 is specifically configured to: when adjusting the shooting posture of the shooting device 502:
  • the posture of the pan/tilt carrying the camera 502 and/or the posture of the movable platform 500 is adjusted to adjust the posture of the camera 502.
  • the processor 501 is further configured to obtain the reference patrol parameters and patrol reference images of the movable platform 500 at the patrol location point, and control the movable platform 500 to move to the patrol At the time of the position point, the patrol parameter of the movable platform 500 is recorded as a reference patrol parameter, and the photographing device 502 is controlled to shoot, and the image obtained by shooting is recorded as the patrol reference image.
  • the movable platform 500 of this embodiment may further include: a memory (not shown in the figure), the memory is used to store program code, and when the program code is executed, the movable platform 500 can implement the aforementioned technology Program.
  • the movable platform of this embodiment can be used to implement the technical solutions of the movable platform in the foregoing method embodiments of the present invention, and its implementation principles and technical effects are similar, and will not be repeated here.
  • a person of ordinary skill in the art can understand that all or part of the steps in the above method embodiments can be implemented by a program instructing relevant hardware.
  • the foregoing program can be stored in a computer readable storage medium. When the program is executed, it is executed. Including the steps of the foregoing method embodiment; and the foregoing storage medium includes: read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory, RAM), magnetic disks or optical disks, etc., which can store program codes Medium.

Abstract

A patrol control method for a movable platform, and a movable platform. The method comprises: when the movable platform is at a patrol position, obtaining a reference patrol parameter and a patrol reference image corresponding to the reference patrol parameter (S201); according to the reference patrol parameter, adjusting the current patrol parameters of the movable platform (S202), wherein the patrol parameters comprise a position and the photographing pose of a photographing device; obtaining a photographing image of the photographing device (S203); and according to the photographing image and the patrol reference image, adjusting the current photographing pose of the photographing device (S204). By adjusting the current photographing pose of the photographing device according to the photographing device and the patrol reference image, the present invention can reduce a deviation caused by adjusting the current patrol parameters according to the reference patrol parameter, thereby improving the degree of coincidence between the image photographed by the photographing device and the patrol reference image, and improving the accuracy of detecting the working state of a patrol target so as to facilitate failure diagnosis.

Description

可移动平台的巡检控制方法和可移动平台Inspection control method for movable platform and movable platform 技术领域Technical field
本发明实施例涉及可移动平台技术领域,尤其涉及一种可移动平台的巡检控制方法和可移动平台。The embodiment of the present invention relates to the technical field of movable platforms, and in particular to a method for inspection control of a movable platform and a movable platform.
背景技术Background technique
由于控制的技术不断发展进步,可移动平台(例如无人机、无人车等)可以应用于室外巡检作业领域,例如电力设施、石油管道、燃气管道等巡检作业。在巡检过程中,需要使用可移动平台对特定的巡检目标进行拍摄,然后根据拍摄获得的图像进行故障诊断。Due to the continuous development and progress of control technology, mobile platforms (such as drones, unmanned vehicles, etc.) can be used in outdoor inspection operations, such as power facilities, oil pipelines, gas pipelines and other inspection operations. In the inspection process, it is necessary to use a movable platform to shoot specific inspection targets, and then perform fault diagnosis based on the images obtained by shooting.
巡检作业是一个重复性的工作,希望可移动平台移动至预设的巡检位置点,将可移动平台的拍摄装置调整至预设的拍摄姿态,控制拍摄装置拍摄以获取用于检测巡检目标的工作状态的巡检参考图像。The inspection operation is a repetitive work. It is hoped that the movable platform will be moved to the preset inspection position, the camera of the movable platform will be adjusted to the preset shooting posture, and the camera will be controlled to shoot for inspection The patrol reference image of the target's working status.
但是,由于在调整可移动平台的位置和/或拍摄装置的拍摄姿态时会存在控制偏差,这些偏差会导致可移动平台实际采集到的图像与参考图像的重合度不理想,进而影响工作人员对巡检目标的故障诊断精度。However, due to the control deviation when adjusting the position of the movable platform and/or the shooting posture of the shooting device, these deviations will cause the image actually collected by the movable platform and the reference image to be unsatisfactory, thereby affecting the staff’s The fault diagnosis accuracy of the inspection target.
发明内容Summary of the invention
本发明实施例提供一种可移动平台的巡检控制方法和可移动平台,用于提高拍摄装置拍摄的图像与巡检参考图像的重合度,提高检测巡检目标的工作状态的准确性,以便进行故障诊断。The embodiment of the present invention provides a patrol inspection control method of a movable platform and a movable platform, which are used to improve the overlap between the image taken by the camera and the patrol reference image, and improve the accuracy of detecting the working state of the patrol target, so as to Perform fault diagnosis.
第一方面,本发明实施例提供一种可移动平台的巡检控制方法,其中,所述可移动平台包括拍摄装置,所述方法包括:In a first aspect, an embodiment of the present invention provides a patrol control method for a movable platform, wherein the movable platform includes a camera, and the method includes:
获取可移动平台在巡检位置点时的参考巡检参数以及与所述参考巡检参数对应的巡检参考图像;Acquiring the reference inspection parameters of the movable platform at the inspection location point and the inspection reference image corresponding to the reference inspection parameters;
根据所述参考巡检参数,调整所述可移动平台的当前巡检参数,其中,所述巡检参数包括位置和拍摄装置的拍摄姿态;Adjusting the current inspection parameters of the movable platform according to the reference inspection parameters, where the inspection parameters include the position and the shooting attitude of the camera;
获取所述拍摄装置的拍摄图像;Acquiring a photographed image of the photographing device;
根据所述拍摄图像和所述巡检参考图像,调整所述拍摄装置的当前拍摄姿态。According to the photographed image and the patrol reference image, the current photographing posture of the photographing device is adjusted.
第二方面,本发明实施例提供一种可移动平台,所述可移动平台包括处理器和拍摄装置;In a second aspect, an embodiment of the present invention provides a movable platform, the movable platform including a processor and a camera;
所述拍摄装置,用于拍摄图像;The photographing device is used to photograph images;
所述处理器,用于:The processor is used for:
获取所述可移动平台在巡检位置点时的参考巡检参数以及与所述参考巡检参数对应的巡检参考图像;Acquiring the reference inspection parameters of the movable platform at the inspection location point and the inspection reference image corresponding to the reference inspection parameters;
根据所述参考巡检参数,调整所述可移动平台的当前巡检参数,其中,所述巡检参数包括位置和拍摄装置的拍摄姿态;Adjusting the current inspection parameters of the movable platform according to the reference inspection parameters, where the inspection parameters include the position and the shooting attitude of the camera;
获取所述拍摄装置的拍摄图像;Acquiring a photographed image of the photographing device;
根据所述拍摄图像和所述巡检参考图像,调整所述拍摄装置的当前拍摄姿态。According to the photographed image and the patrol reference image, the current photographing posture of the photographing device is adjusted.
第三方面,本发明实施例提供一种可读存储介质,所述可读存储介质上存储有计算机程序;所述计算机程序在被执行时,实现如第一方面本发明实施例所述的可移动平台的巡检控制方法。In a third aspect, an embodiment of the present invention provides a readable storage medium on which a computer program is stored; when the computer program is executed, it realizes the readable storage medium as described in the embodiment of the present invention in the first aspect. Inspection control method of mobile platform.
第四方面,本发明实施例提供一种程序产品,所述程序产品包括计算机程序,所述计算机程序存储在可读存储介质中,可移动平台的至少一个处理器可以从所述可读存储介质读取所述计算机程序,所述至少一个处理器执行所述计算机程序使得可移动平台实施如第一方面本发明实施例所述的可移动平台的巡检控制方法。In a fourth aspect, an embodiment of the present invention provides a program product, the program product includes a computer program, the computer program is stored in a readable storage medium, and at least one processor of a removable platform can download from the readable storage medium The computer program is read, and the at least one processor executes the computer program to make the movable platform implement the patrol control method of the movable platform according to the embodiment of the present invention in the first aspect.
本发明实施例提供的可移动平台的巡检控制方法和可移动平台,通过获取可移动平台在巡检位置点时的参考巡检参数以及与所述参考巡检参数对应的巡检参考图像,根据所述参考巡检参数,调整所述可移动平台的当前巡检参数,其中,所述巡检参数包括位置和拍摄装置的拍摄姿态;获取所述拍摄装置的拍摄图像;根据所述拍摄图像和所述巡检参考图像,调整所述拍摄装置的当前拍摄姿态。由于根据所述拍摄图像和所述巡检参考图像调整所述拍摄装置的当前拍摄姿态,可以减少根据所述参考巡检参数调整所述可移动平台的当前巡检参数时存在的偏差,进而提高了拍摄装置拍摄的图像与巡检参考图像的重合度,提高了检测巡检目标的工作状态的准确性,以便进行故障 诊断。The patrol control method of the movable platform and the movable platform provided by the embodiment of the present invention obtain the reference patrol parameters when the movable platform is at the patrol position and the patrol reference image corresponding to the reference patrol parameters, According to the reference patrol parameters, adjust the current patrol parameters of the movable platform, where the patrol parameters include the position and the shooting posture of the shooting device; acquiring the shooting image of the shooting device; according to the shooting image And the patrol reference image to adjust the current shooting posture of the shooting device. Since the current shooting attitude of the shooting device is adjusted according to the captured image and the patrol reference image, the deviation in adjusting the current patrol parameters of the movable platform according to the reference patrol parameters can be reduced, thereby improving The degree of coincidence between the image taken by the camera and the inspection reference image is improved, and the accuracy of detecting the working status of the inspection target is improved for fault diagnosis.
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一简单地介绍,显而易见地,下面描述中的附图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 used in the description of the embodiments or the prior art. Obviously, the drawings in the following description 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是根据本发明的实施例的无人飞行系统的示意性架构图;Fig. 1 is a schematic architecture diagram of an unmanned aerial system according to an embodiment of the present invention;
图2为本发明一实施例提供的可移动平台的巡检控制方法的流程图;2 is a flowchart of a method for patrol inspection of a movable platform provided by an embodiment of the present invention;
图3为本发明一实施例提供的拍摄图像与巡检参考图像之间对比的意图;FIG. 3 is an intention of comparison between a captured image and a patrol reference image provided by an embodiment of the invention;
图4为本发明一实施例提供的多个不同的参考拍摄焦距的示意图;4 is a schematic diagram of multiple different reference shooting focal lengths provided by an embodiment of the present invention;
图5为本发明一实施例提供的可移动平台的结构示意图。FIG. 5 is a schematic structural diagram of a movable platform provided by an embodiment of the present invention.
具体实施方式detailed description
为使本发明实施例的目的、技术方案和优点更加清楚,下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。In order to make the objectives, technical solutions, and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be described clearly and completely in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of the embodiments of the present invention, not all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative work shall fall within the protection scope of the present invention.
需要说明的是,当组件被称为“固定于”另一个组件,它可以直接在另一个组件上或者也可以存在居中的组件。当一个组件被认为是“连接”另一个组件,它可以是直接连接到另一个组件或者可能同时存在居中组件。It should be noted that when a component is said to be "fixed to" another component, it can be directly on the other component or a central component may also exist. When a component is considered to be "connected" to another component, it can be directly connected to another component or there may be a centered component at the same time.
除非另有定义,本文所使用的所有的技术和科学术语与属于本发明的技术领域的技术人员通常理解的含义相同。本文中在本发明的说明书中所使用的术语只是为了描述具体的实施例的目的,不是旨在于限制本发明。本文所使用的术语“及/或”包括一个或多个相关的所列项目的任意的和所有的组合。Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by those skilled in the technical field of the present invention. The terms used in the description of the present invention herein are only for the purpose of describing specific embodiments, and are not intended to limit the present invention. The term "and/or" as used herein includes any and all combinations of one or more related listed items.
下面结合附图,对本发明的一些实施方式作详细说明。在不冲突的情况下,下述的实施例及实施例中的特征可以相互组合。Hereinafter, some embodiments of the present invention will be described in detail with reference to the accompanying drawings. In the case of no conflict, the following embodiments and features in the embodiments can be combined with each other.
本发明的实施例提供了可移动平台的巡检控制方法和可移动平台。其中可移动平台可以是无人机、无人船、无人驾驶汽车、机器人等。无人机又例如可以是旋翼飞行器(rotorcraft),例如,由多个推动装置通过空气推动的多旋翼飞行器,本发明的实施例并不限于此。需要说明的是,本实施例以无人机为例进行说明,但本发明实施例不限于应用于无人机,可以应用于其它的可移动平台,例如:无人驾驶汽车、无人船、机器人等。The embodiment of the present invention provides a patrol control method of a movable platform and a movable platform. The movable platform can be unmanned aerial vehicles, unmanned ships, unmanned vehicles, robots, etc. The unmanned aerial vehicle may be a rotorcraft, for example, a multi-rotor aircraft propelled by a plurality of propulsion devices through the air. The embodiments of the present invention are not limited thereto. It should be noted that this embodiment takes drones as an example for description, but the embodiments of the present invention are not limited to being applied to drones, and can be applied to other movable platforms, such as unmanned vehicles, unmanned ships, Robots etc.
图1是根据本发明的实施例的无人飞行系统的示意性架构图。本实施例以旋翼无人机为例进行说明。Fig. 1 is a schematic architecture diagram of an unmanned aerial system according to an embodiment of the present invention. In this embodiment, a rotary wing drone is taken as an example for description.
无人飞行系统100可以包括无人机110、显示设备130和控制终端140。其中,无人机110可以包括动力系统150、飞行控制系统160、机架和承载在机架上的云台120。无人机110可以与控制终端140和显示设备130进行无线通信。The unmanned flying system 100 may include a drone 110, a display device 130, and a control terminal 140. Among them, the UAV 110 may include a power system 150, a flight control system 160, a frame, and a pan/tilt 120 carried on the frame. The drone 110 can wirelessly communicate with the control terminal 140 and the display device 130.
机架可以包括机身和脚架(也称为起落架)。机身可以包括中心架以及与中心架连接的一个或多个机臂,一个或多个机臂呈辐射状从中心架延伸出。脚架与机身连接,用于在无人机110着陆时起支撑作用。The frame may include a fuselage and a tripod (also called a landing gear). The fuselage may include a center frame and one or more arms connected to the center frame, and the one or more arms extend radially from the center frame. The tripod is connected with the fuselage, and is used for supporting the UAV 110 when landing.
动力系统150可以包括一个或多个电子调速器(简称为电调)151、一个或多个螺旋桨153以及与一个或多个螺旋桨153相对应的一个或多个电机152,其中电机152连接在电子调速器151与螺旋桨153之间,电机152和螺旋桨153设置在无人机110的机臂上;电子调速器151用于接收飞行控制系统160产生的驱动信号,并根据驱动信号提供驱动电流给电机152,以控制电机152的转速。电机152用于驱动螺旋桨旋转,从而为无人机110的飞行提供动力,该动力使得无人机110能够实现一个或多个自由度的运动。在某些实施例中,无人机110可以围绕一个或多个旋转轴旋转。例如,上述旋转轴可以包括横滚轴(Roll)、偏航轴(Yaw)和俯仰轴(pitch)。应理解,电机152可以是直流电机,也可以交流电机。另外,电机152可以是无刷电机,也可以是有刷电机。The power system 150 may include one or more electronic speed regulators (referred to as ESCs) 151, one or more propellers 153, and one or more motors 152 corresponding to the one or more propellers 153, wherein the motors 152 are connected to Between the electronic governor 151 and the propeller 153, the motor 152 and the propeller 153 are arranged on the arm of the UAV 110; the electronic governor 151 is used to receive the driving signal generated by the flight control system 160 and provide driving according to the driving signal Current is supplied to the motor 152 to control the speed of the motor 152. The motor 152 is used to drive the propeller to rotate, thereby providing power for the flight of the drone 110, and the power enables the drone 110 to realize one or more degrees of freedom of movement. In some embodiments, the drone 110 may rotate about one or more rotation axes. For example, the aforementioned rotation axis may include a roll axis (Roll), a yaw axis (Yaw), and a pitch axis (pitch). It should be understood that the motor 152 may be a DC motor or an AC motor. In addition, the motor 152 may be a brushless motor or a brushed motor.
飞行控制系统160可以包括飞行控制器161和传感系统162。传感系统162用于测量无人机的姿态信息,即无人机110在空间的位置信息和状态信息,例如,三维位置、三维角度、三维速度、三维加速度和三维角速度等。传感系统162例如可以包括陀螺仪、超声传感器、电子罗盘、惯性测量单元 (Inertial Measurement Unit,IMU)、视觉传感器、全球导航卫星系统和气压计等传感器中的至少一种。例如,全球导航卫星系统可以是全球定位系统(Global Positioning System,GPS)。飞行控制器161用于控制无人机110的飞行,例如,可以根据传感系统162测量的姿态信息控制无人机110的飞行。应理解,飞行控制器161可以按照预先编好的程序指令对无人机110进行控制,也可以通过响应来自控制终端140的一个或多个控制指令对无人机110进行控制。The flight control system 160 may include a flight controller 161 and a sensing system 162. The sensing system 162 is used to measure the attitude information of the drone, that is, the position information and state information of the drone 110 in space, such as three-dimensional position, three-dimensional angle, three-dimensional velocity, three-dimensional acceleration, and three-dimensional angular velocity. The sensing system 162 may include, for example, at least one of sensors such as a gyroscope, an ultrasonic sensor, an electronic compass, an inertial measurement unit (IMU), a vision sensor, a global navigation satellite system, and a barometer. For example, the global navigation satellite system may be a global positioning system (Global Positioning System, GPS). The flight controller 161 is used to control the flight of the drone 110, for example, it can control the flight of the drone 110 according to the attitude information measured by the sensor system 162. It should be understood that the flight controller 161 can control the drone 110 according to pre-programmed program instructions, and can also control the drone 110 by responding to one or more control instructions from the control terminal 140.
云台120可以包括电机122。云台用于携带拍摄装置123。飞行控制器161可以通过电机122控制云台120的运动。可选地,作为另一实施例,云台120还可以包括控制器,用于通过控制电机122来控制云台120的运动。应理解,云台120可以独立于无人机110,也可以为无人机110的一部分。应理解,电机122可以是直流电机,也可以是交流电机。另外,电机122可以是无刷电机,也可以是有刷电机。还应理解,云台可以位于无人机的顶部,也可以位于无人机的底部。The pan/tilt head 120 may include a motor 122. The pan/tilt is used to carry the camera 123. The flight controller 161 can control the movement of the pan-tilt 120 through the motor 122. Optionally, as another embodiment, the pan/tilt head 120 may further include a controller for controlling the movement of the pan/tilt head 120 by controlling the motor 122. It should be understood that the pan-tilt 120 may be independent of the drone 110 or a part of the drone 110. It should be understood that the motor 122 may be a DC motor or an AC motor. In addition, the motor 122 may be a brushless motor or a brushed motor. It should also be understood that the pan-tilt may be located on the top of the drone or on the bottom of the drone.
拍摄装置123例如可以是照相机或摄像机等用于捕获图像的设备,拍摄装置123可以与飞行控制器通信,并在飞行控制器的控制下进行拍摄。本实施例的拍摄装置123至少包括感光元件,该感光元件例如为互补金属氧化物半导体(Complementary Metal Oxide Semiconductor,CMOS)传感器或电荷耦合元件(Charge-coupled Device,CCD)传感器。可以理解,拍摄装置123也可直接固定于无人机110上,从而云台120可以省略。The photographing device 123 may be, for example, a device for capturing images, such as a camera or a video camera, and the photographing device 123 may communicate with the flight controller and take pictures under the control of the flight controller. The imaging device 123 of this embodiment at least includes a photosensitive element, and the photosensitive element is, for example, a Complementary Metal Oxide Semiconductor (CMOS) sensor or a Charge-coupled Device (CCD) sensor. It can be understood that the camera 123 can also be directly fixed to the drone 110, so the pan/tilt 120 can be omitted.
显示设备130位于无人飞行系统100的地面端,可以通过无线方式与无人机110进行通信,并且可以用于显示无人机110的姿态信息。另外,还可以在显示设备130上显示拍摄装置拍摄的图像。应理解,显示设备130可以是独立的设备,也可以集成在控制终端140中。The display device 130 is located at the ground end of the unmanned aerial system 100, can communicate with the drone 110 in a wireless manner, and can be used to display the attitude information of the drone 110. In addition, the image taken by the photographing device may also be displayed on the display device 130. It should be understood that the display device 130 may be an independent device or integrated in the control terminal 140.
控制终端140位于无人飞行系统100的地面端,可以通过无线方式与无人机110进行通信,用于对无人机110进行远程操纵。The control terminal 140 is located on the ground end of the unmanned aerial system 100, and can communicate with the drone 110 in a wireless manner for remote control of the drone 110.
应理解,上述对于无人飞行系统各组成部分的命名仅是出于标识的目的,并不应理解为对本发明的实施例的限制。It should be understood that the aforementioned naming of the components of the unmanned aerial system is only for identification purposes and should not be understood as a limitation to the embodiments of the present invention.
在巡检领域中,巡检作业是一个重复性的工作,希望可移动平台移动至预设的巡检位置点,将可移动平台的拍摄装置调整至预设的拍摄姿态,控制 拍摄装置拍摄以获取用于检测巡检目标的状态的巡检参考图像。在实际巡检过程中,首先,无人机移动至巡检作业点,然后调整拍摄装置的拍摄姿态,在调整完成后控制拍摄装置进行拍摄以获得当前图像。如果当前图像与巡检参考图像的重合度很高时,可以方便工作人员对巡检目标进行故障诊断。由于在调整无人机的位置和/或拍摄装置的拍摄姿态时会存在控制偏差,这些偏差会导致可移动平台实际采集到的图像与参考图像的重合度不理想,进而影响工作人员对巡检目标的故障诊断精度。In the field of inspection, inspection is a repetitive work. It is hoped that the movable platform can be moved to the preset inspection position, the camera of the movable platform is adjusted to the preset shooting attitude, and the camera is controlled to shoot. Obtain the inspection reference image used to detect the status of the inspection target. In the actual inspection process, first, the drone moves to the inspection operation point, and then adjusts the shooting posture of the camera. After the adjustment is completed, the camera is controlled to shoot to obtain the current image. If the overlap between the current image and the inspection reference image is very high, it is convenient for the staff to perform fault diagnosis on the inspection target. Because there will be control deviations when adjusting the position of the drone and/or the shooting attitude of the camera, these deviations will cause the image actually collected by the movable platform to have an unsatisfactory overlap with the reference image, which will affect the staff's inspection The target's fault diagnosis accuracy.
为解决上述问题,图2为本发明一实施例提供的可移动平台的巡检控制方法的流程图,如图2所示,本实施例的方法可以应用于可移动平台,该可移动平台包括拍摄装置。可移动平台例如可以是无人机,本实施例并不限于此。本实施例的方法可以包括:In order to solve the above-mentioned problems, FIG. 2 is a flowchart of a mobile platform inspection control method provided by an embodiment of the present invention. As shown in FIG. 2, the method of this embodiment can be applied to a movable platform, and the movable platform includes Camera device. The movable platform may be, for example, a drone, but this embodiment is not limited to this. The method of this embodiment may include:
S201、获取可移动平台在巡检位置点时的参考巡检参数以及与所述参考巡检参数对应的巡检参考图像。S201: Obtain a reference patrol parameter of the movable platform when patrolling a position point and a patrol reference image corresponding to the reference patrol parameter.
本实施例中,可移动平台可以获取在巡检位置点时的参考巡检参数以及与所述参考巡检参数对应的巡检参考图像。In this embodiment, the movable platform can acquire the reference inspection parameters at the inspection location point and the inspection reference image corresponding to the reference inspection parameters.
在一种可能的实现方式中,上述的参考巡检参数以及与该参考巡检参数对应的巡检参考图像可以是由其它的可移动平台采集的,然后本实施例中的可移动平台获取其它的可移动平台采集的在巡检位置点时的参考巡检参数以及与所述参考巡检参数对应的巡检参考图像。In a possible implementation, the aforementioned reference inspection parameters and the inspection reference image corresponding to the reference inspection parameters may be collected by other movable platforms, and then the movable platform in this embodiment acquires other The reference patrol parameters and the patrol reference images corresponding to the reference patrol parameters collected by the movable platform of the patrol position.
在另一种可能的实现方式中,本实施例的可移动平台采集该可移动平台在巡检位置点时的参考巡检参数以及与所述参考巡检参数对应的巡检参考图像。例如:本实施例的可移动平台控制该可移动平台移动至所述巡检位置点时,记录所述可移动平台的巡检参数为参考巡检参数,并控制该可移动平台的拍摄装置拍摄,将拍摄获得的图像记录为所述巡检参考图像。可选地,本实施例的可移动平台可以是在接收到与其通信连接的终端设备(若可移动平台为上述的无人机110,则该终端设备可以是控制终端140)发送的巡检参数记录指令时,才执行上述的记录操作。例如:可移动平台可以获取拍摄装置采集的图像,并将该采集的图像发送给终端设备,终端设备通过显示装置(例如显示屏)显示采集的图像,当用户通过显示装置确定采集的图像可以作为巡检参考图像时,用户对终端设备的交互装置(例如触控屏)执行巡检参数 记录操作,相应地,终端设备通过交互装置检测到巡检参数记录操作时,向可移动平台发送巡检参数记录指令。可选地,该巡检参数记录指令例如可以是拍摄指令,本实施例并不限于此。In another possible implementation manner, the movable platform of this embodiment collects the reference patrol parameters of the movable platform at the patrol position and the patrol reference image corresponding to the reference patrol parameters. For example: when the movable platform of this embodiment controls the movable platform to move to the inspection location point, the inspection parameters of the movable platform are recorded as reference inspection parameters, and the camera device of the movable platform is controlled to shoot And record the image obtained by shooting as the patrol reference image. Optionally, the movable platform of this embodiment may be the inspection parameter sent by the terminal device (if the movable platform is the above-mentioned drone 110, the terminal device may be the control terminal 140) sent by the terminal device communicating with it. The above-mentioned recording operation is performed only when the instruction is recorded. For example: the mobile platform can acquire the image collected by the shooting device and send the collected image to the terminal device. The terminal device displays the collected image through the display device (such as the display screen). When the user determines through the display device, the collected image can be used as When patrolling the reference image, the user performs the patrol parameter recording operation on the interactive device (such as the touch screen) of the terminal device. Accordingly, when the terminal device detects the patrol parameter recording operation through the interactive device, it sends the patrol inspection to the movable platform Parameter record instruction. Optionally, the inspection parameter recording instruction may be, for example, a shooting instruction, which is not limited in this embodiment.
在另一种可能的实现方式中,可移动平台可以从外部设备中获取在巡检位置点时的参考巡检参数以及与所述参考巡检参数对应的巡检参考图像,该外部设备例如可以是与该可移动平台通信连接的终端设备或者服务器。可选地,该外部设备可以是从其它可移动平台获取该其它可移动平台采集的在巡检位置点时的参考巡检参数以及与所述参考巡检参数对应的巡检参考图像。In another possible implementation manner, the movable platform may obtain the reference inspection parameters at the inspection location point and the inspection reference image corresponding to the reference inspection parameters from the external device. The external device may, for example, It is a terminal device or server connected to the mobile platform in communication. Optionally, the external device may obtain the reference patrol parameters and the patrol reference image corresponding to the reference patrol parameters collected by the other movable platform at the patrol location point from the other movable platform.
其中,巡检参数可以包括位置和拍摄装置的拍摄姿态;拍摄姿态包括以下至少一项:横滚方向上的姿态、偏航方向上的姿态、俯仰方向上的姿态。相应地,参考巡检参数可以包括参考位置和拍摄装置的参考拍摄姿态,其中,该参考位置可以是巡检位置点的位置,该位置例如可以通过GPS或者RTK设备获得。Wherein, the inspection parameters may include the position and the shooting attitude of the shooting device; the shooting attitude includes at least one of the following: attitude in the roll direction, attitude in the yaw direction, and attitude in the pitch direction. Correspondingly, the reference patrol parameter may include a reference position and a reference shooting attitude of the photographing device, where the reference position may be the position of the patrol position point, and the position may be obtained through GPS or RTK equipment, for example.
可选地,若可移动平台中包括云台,拍摄装置搭载在该云台上,该拍摄装置的拍摄姿态可以由该云台的姿态来确定。若可移动平台中不包括云台,该拍摄装置的拍摄姿态可以由该可移动平台的姿态来确定。因此,本实施例的拍摄装置的拍摄姿态可以由承载该拍摄装置的云台的姿态和/或可移动平台的姿态来确定。Optionally, if the movable platform includes a pan-tilt and the camera is mounted on the pan-tilt, the shooting posture of the camera can be determined by the posture of the pan-tilt. If the movable platform does not include a pan/tilt, the shooting attitude of the shooting device can be determined by the attitude of the movable platform. Therefore, the shooting posture of the camera in this embodiment may be determined by the posture of the pan/tilt and/or the movable platform that carries the camera.
S202、根据所述参考巡检参数,调整所述可移动平台的当前巡检参数。S202: Adjust the current inspection parameters of the movable platform according to the reference inspection parameters.
本实施例中,可移动平台根据上述的参考巡检参数,调整所述可移动平台的当前巡检参数。其中,当前巡检参数与参考巡检参数对应,即当前巡检参数可以包括:可移动平台的当前位置和拍摄装置的当前拍摄姿态。可选地,可以将所述可移动平台的当前巡检参数调整至所述当前巡检参数。In this embodiment, the movable platform adjusts the current patrol parameters of the movable platform according to the aforementioned reference patrol parameters. Among them, the current patrol parameter corresponds to the reference patrol parameter, that is, the current patrol parameter may include: the current position of the movable platform and the current shooting attitude of the camera. Optionally, the current inspection parameters of the movable platform may be adjusted to the current inspection parameters.
可选地,巡检参数还可以包括拍摄装置的成像参数,相应地,参考巡检参数还可以包括拍摄装置的参考成像参数,当前巡检参数还可以包括拍摄装置的当前成像参数,其中,所述成像参数可以包括曝光时间、曝光增益等等。Optionally, the inspection parameters may also include the imaging parameters of the shooting device. Correspondingly, the reference inspection parameters may also include the reference imaging parameters of the shooting device, and the current inspection parameters may also include the current imaging parameters of the shooting device. The imaging parameters may include exposure time, exposure gain, and so on.
可选地,所述调整所述拍摄装置的拍摄姿态可以为:调整承载所述拍摄装置的云台的姿态和/或可移动平台的姿态,以调整所述拍摄装置的拍摄姿态。若可移动平台中包括承载该拍摄装置的云台,则调整该云台的姿态和/或可移动平台的姿态以调整拍摄装置的拍摄姿态。若可移动平台中不包括承载该拍 摄装置的云台,则调整该可移动平台的姿态以调整拍摄装置的拍摄姿态。Optionally, the adjusting the shooting posture of the shooting device may be: adjusting the posture of the pan-tilt and/or the movable platform that carries the shooting device to adjust the shooting posture of the shooting device. If the movable platform includes a pan/tilt carrying the camera, the attitude of the pan/tilt and/or the attitude of the movable platform are adjusted to adjust the shooting attitude of the camera. If the movable platform does not include a pan/tilt carrying the camera, adjust the posture of the movable platform to adjust the shooting posture of the camera.
S203、获取所述拍摄装置的拍摄图像。S203. Acquire a photographed image of the photographing device.
本实施例中,可移动平台在根据参考巡检参数,调整所述可移动平台的当前巡检参数之后,再获取该可移动平台中拍摄装置的拍摄图像。In this embodiment, the movable platform adjusts the current patrol parameters of the movable platform according to the reference patrol parameters, and then acquires the photographed images of the photographing device in the movable platform.
S204、根据所述拍摄图像和所述巡检参考图像,调整所述拍摄装置的当前拍摄姿态。S204: Adjust the current shooting posture of the shooting device according to the shooting image and the patrol reference image.
本实施例中,由于调整可移动平台的当前巡检参数时,可能存在偏差,因此,在可移动平台执行S203之后,还根据S203中获得的拍摄图像与巡检参考图像,调整可移动平台中拍摄装置的当前拍摄姿态。在可移动平台根据拍摄图像与巡检参考图像调整可拍摄装置的当前拍摄姿态之后,可移动平台再次获取拍摄装置拍摄的图像,这次获得的图像可以用于检测巡检目标的工作状态,以便进行故障诊断。In this embodiment, there may be deviations when adjusting the current inspection parameters of the movable platform. Therefore, after the movable platform executes S203, according to the photographed image and the inspection reference image obtained in S203, adjust the The current shooting attitude of the camera. After the movable platform adjusts the current shooting posture of the shooting device according to the captured image and the inspection reference image, the movable platform acquires the image shot by the shooting device again. The image obtained this time can be used to detect the working status of the inspection target so as to Perform fault diagnosis.
进一步地,在调整该拍摄装置的当前拍摄姿态之后,控制拍摄装置拍摄并获取拍摄装置的拍摄图像,该拍摄图像用于检测巡检目标的工作状态。Further, after adjusting the current shooting posture of the shooting device, the shooting device is controlled to shoot and obtain the shooting image of the shooting device, and the shooting image is used to detect the working state of the inspection target.
可选地,所述巡检参考图像中可以包括巡检目标的图像,这样可以保证调整拍摄装置的当前拍摄姿态后获取拍摄装置拍摄的图像中也包括巡检目标的图像,以确保该图像可以用于检测巡检目标的工作状态。Optionally, the patrol reference image may include the image of the patrol target, which can ensure that the image taken by the photographing device after adjusting the current shooting posture of the photographing device also includes the image of the patrol target to ensure that the image can be Used to detect the working status of the inspection target.
可选地,在执行S204之后获取拍摄装置拍摄的图像与巡检参考图像的重合度大于等于预设重合度。本实施例使得执行S204之后拍摄装置拍摄的图像与巡检参考图像的重合度尽可能高,这是由于巡检参考图像是有利于检测巡检目标的工作状态的图像,所以执行S204之后拍摄装置拍摄的图像与巡检参考图像的重合度尽可能高时,在实际巡检时,可以保证检测巡检目标的工作状态更加准确。Optionally, after S204 is executed, the degree of coincidence between the image captured by the camera and the reference image for inspection is greater than or equal to a preset degree of coincidence. In this embodiment, the overlap between the image taken by the camera after S204 and the patrol reference image is as high as possible. This is because the patrol reference image is an image that is conducive to detecting the working state of the patrol target. Therefore, the camera after S204 is executed When the degree of coincidence between the captured image and the inspection reference image is as high as possible, in actual inspection, the working state of the inspection target can be guaranteed to be more accurate.
本实施例提供的可移动平台的巡检控制方法,通过获取可移动平台在巡检位置点时的参考巡检参数以及与所述参考巡检参数对应的巡检参考图像,根据所述参考巡检参数,调整所述可移动平台的当前巡检参数,其中,所述巡检参数包括位置和拍摄装置的拍摄姿态;获取所述拍摄装置的拍摄图像;根据所述拍摄图像和所述巡检参考图像,调整所述拍摄装置的当前拍摄姿态。由于根据所述拍摄图像和所述巡检参考图像调整所述拍摄装置的当前拍摄姿态,可以减少根据所述参考巡检参数调整所述可移动平台的当前巡检参数时 存在的偏差,进而提高了拍摄装置拍摄的图像与巡检参考图像的重合度,提高了检测巡检目标的工作状态的准确性,以便进行故障诊断。The patrol inspection control method of the movable platform provided in this embodiment obtains the reference patrol parameters when the movable platform is at the patrol position and the patrol reference image corresponding to the reference patrol parameters, according to the reference patrol Inspection parameters, adjusting the current inspection parameters of the movable platform, where the inspection parameters include the position and the shooting attitude of the shooting device; acquiring the shooting image of the shooting device; according to the shooting image and the inspection Adjust the current shooting posture of the shooting device with reference to the image. Since the current shooting attitude of the shooting device is adjusted according to the captured image and the patrol reference image, the deviation in adjusting the current patrol parameters of the movable platform according to the reference patrol parameters can be reduced, thereby improving The degree of coincidence between the image taken by the camera and the inspection reference image is improved, and the accuracy of detecting the working status of the inspection target is improved for fault diagnosis.
在一些实施例中,上述S204的一种可能的实现方式中可以包括S2041和S2042:In some embodiments, a possible implementation of S204 may include S2041 and S2042:
S2041、根据所述拍摄图像和所述巡检参考图像,确定所述拍摄装置的拍摄姿态偏差。S2041, according to the photographed image and the patrol reference image, determine the photographing attitude deviation of the photographing device.
本实施例中,可移动平台根据巡检参考图像和拍摄装置的拍摄图像之间的差异,确定所述拍摄装置要拍摄到与巡检参考图像相同的图像时需要调整的拍摄姿态偏差,该拍摄姿态偏差可以包括以下至少一项:俯仰方向上的姿态偏差、横滚方向上的姿态偏差、偏航方向上的姿态偏差。In this embodiment, according to the difference between the patrol reference image and the photographed image of the photographing device, the movable platform determines the photographing attitude deviation that needs to be adjusted when the photographing device needs to photograph the same image as the patrol reference image. The attitude deviation may include at least one of the following: attitude deviation in the pitch direction, attitude deviation in the roll direction, and attitude deviation in the yaw direction.
其中,上述S2041的一种可能的实现方式为:获取目标对象在所述巡检参考图像中的第一位置;以及获取所述目标对象在所述拍摄图像中的第二位置;然后根据所述第一位置与第二位置之间的偏差确定所述拍摄装置的拍摄姿态偏差。本实施例中,可移动平台确定巡检参考图像中的目标对象,并获取目标对象在巡检参考图像中的位置,该位置称为第一位置,以及可移动平台确定拍摄图像中的该同一目标对象,并获取该同一目标对象在拍摄图像中的位置,该位置称为第二位置。其中,该目标对象可以是某一特定目标,可选地,该目标对象例如可以是巡检目标,可以理解的是,所述目标对象也可以是其他具有特定特征的对象,例如,所述目标对象可以是图像中的特征点(例如角点等)。然后可移动平台根据获取到的第一位置和第二位置,确定第一位置与第二位置之间的偏差,如图3所示,目标对象在巡检参考图像的位置与该同一目标对象在拍摄图像的位置不同,其中,两位置之间的偏差dx和dy。可移动平台再根据该第一位置与第二位置之间的偏差,确定拍摄装置的拍摄姿态偏差,消除该拍摄姿态偏差可以使得该目标对象在巡检参考图像的位置与在拍摄图像中的位置相同。Wherein, a possible implementation of S2041 above is: obtaining the first position of the target object in the patrol reference image; and obtaining the second position of the target object in the captured image; and then according to the The deviation between the first position and the second position determines the deviation of the shooting attitude of the camera. In this embodiment, the movable platform determines the target object in the patrol reference image, and obtains the position of the target object in the patrol reference image, which is called the first position, and the movable platform determines the same in the captured image The target object, and the position of the same target object in the captured image is obtained, which is called the second position. Wherein, the target object may be a specific target. Optionally, the target object may be an inspection target, for example. It is understandable that the target object may also be other objects with specific characteristics, for example, the target The object can be a feature point (such as a corner point, etc.) in the image. Then the movable platform determines the deviation between the first position and the second position according to the acquired first position and the second position. As shown in Figure 3, the position of the target object in the inspection reference image is at the same target object The positions of the captured images are different, and the deviation between the two positions is dx and dy. The movable platform then determines the shooting attitude deviation of the shooting device according to the deviation between the first position and the second position. Eliminating the shooting attitude deviation can make the target object in the inspection reference image position and the position in the shooting image the same.
可选地,上述根据所述第一位置与第二位置之间的偏差确定所述拍摄装置的拍摄姿态偏差的一种可能的实现方式为:根据所述第一位置与第二位置之间的偏差、以及所述拍摄装置的视场角确定所述拍摄装置的拍摄姿态偏差。Optionally, a possible implementation manner of determining the shooting attitude deviation of the shooting device according to the deviation between the first position and the second position is: according to the difference between the first position and the second position The deviation and the angle of view of the camera determine the deviation of the shooting attitude of the camera.
其中,上述S2041的一种可能的实现方式为:提取巡检参考图像中的第一特征点,以及在拍摄图像中找到与该第一特征点对应的第二特征点,根据 该第一特征点在巡检参考图像中的位置以及该第二特征点在拍摄图像中的位置,可以确定拍摄装置的拍摄姿态偏差。Among them, a possible implementation of S2041 above is: extracting the first feature point in the patrol reference image, and finding the second feature point corresponding to the first feature point in the captured image, and according to the first feature point The position in the patrol reference image and the position of the second feature point in the captured image can determine the shooting attitude deviation of the camera.
S2042、根据所述拍摄姿态偏差,调整所述拍摄装置的当前拍摄姿态。S2042, according to the deviation of the shooting posture, adjust the current shooting posture of the shooting device.
本实施例中,在确定出拍摄装置的拍摄姿态偏差之后,根据该拍摄姿态偏差,调整所述拍摄装置的当前拍摄姿态。例如:可以根据该拍摄姿态偏差,调整承载所述拍摄装置的云台的姿态和/或可移动平台的姿态,以便调整该拍摄装置的当前拍摄姿态,以消除拍摄装置的拍摄图像与巡检参考图像之间的偏差。In this embodiment, after determining the shooting attitude deviation of the shooting device, the current shooting attitude of the shooting device is adjusted according to the shooting attitude deviation. For example: according to the deviation of the shooting attitude, the attitude of the pan-tilt and/or the movable platform of the camera can be adjusted, so as to adjust the current shooting attitude of the shooting device to eliminate the shooting image and inspection reference of the shooting device. The deviation between the images.
在一些实施例中,所述巡检参数还包括拍摄装置的拍摄焦距,所述参考巡检参数包括拍摄装置的参考拍摄焦距,所述当前巡检参数包括拍摄装置的当前拍摄焦距。巡检参考图像为拍摄装置(该拍摄装置可以是本实施例的可移动平台的拍摄装置,也可以是其它可移动平台的拍摄装置)在所述参考拍摄焦距下获取的参考图像。In some embodiments, the inspection parameter further includes the shooting focal length of the camera, the reference inspection parameter includes the reference shooting focal length of the camera, and the current inspection parameter includes the current shooting focal length of the camera. The patrol reference image is a reference image acquired by a photographing device (the photographing device may be the photographing device of the movable platform of this embodiment or other movable platform) under the reference photographing focal length.
相应地,上述S202的一种可能的实现方式中还可以包括:将所述可移动平台的拍摄装置的当前拍摄焦距调整至所述参考拍摄焦距。也就是,本实施例的可移动平台不仅将可移动平台的当前位置调整至巡检位置点的参考位置,以及将拍摄装置的拍摄姿态调整至参考拍摄姿态,还将拍摄装置的当前拍摄焦距调整该参考拍摄焦距。需要说明的,本实施例的可移动平台不限于调整这些参数,例如还可以调整曝光参数等。上述的S203的一种可能的实现方式为:获取所述拍摄装置在所述参考拍摄焦距下的拍摄图像。本实施例的可移动平台获取该可移动平台中的拍摄装置在参考拍摄焦距下的拍摄图像。本实施例的巡检参考图像和拍摄图像是在同一拍摄焦距下获得的,因此调整的拍摄装置的拍摄姿态更加准确。Correspondingly, a possible implementation of S202 may further include: adjusting the current shooting focal length of the shooting device of the movable platform to the reference shooting focal length. That is, the movable platform of this embodiment not only adjusts the current position of the movable platform to the reference position of the inspection position point, and adjusts the shooting posture of the camera to the reference shooting posture, but also adjusts the current shooting focus of the camera The reference shooting focal length. It should be noted that the movable platform of this embodiment is not limited to adjusting these parameters, for example, exposure parameters can also be adjusted. A possible implementation manner of the foregoing S203 is: acquiring a photographed image of the photographing device at the reference photographing focal length. The movable platform of this embodiment acquires the photographed image of the photographing device in the movable platform at the reference photographing focal length. The inspection reference image and the photographed image in this embodiment are obtained at the same photographing focal length, so the adjusted photographing posture of the photographing device is more accurate.
在一些实施例中,所述拍摄装置的参考拍摄焦距为一个。也就是,参考巡检参数包括参考位置、拍摄装置的参考拍摄姿态以及一个参考拍摄焦距。本实施例的可移动平台获取可移动平台在巡检位置点时的参考巡检参数以及与所述参考巡检参数对应的巡检参考图像,并根据该参考巡检参数,控制可移动平台移动至该参考位置,将拍摄装置的当前拍摄姿态调整至该参考拍摄姿态,将拍摄装置的当前拍摄焦距调整至该参考拍摄焦距。需要说明的是,若在调整前拍摄装置的拍摄焦距等于该参考拍摄焦距,则可以无需调整该拍 摄装置的当前拍摄焦距,这种场景例如是拍摄装置的非变焦拍摄,在可移动平台在巡检过程中的各个巡检位置点的拍摄焦距均为同一拍摄焦距。然后可移动平台获取所述拍摄装置在参考拍摄焦距下的拍摄图像,再根据同一焦距下获得的所述拍摄图像和所述巡检参考图像,调整所述拍摄装置的当前拍摄姿态。调整该拍摄装置的当前拍摄姿态之后,控制拍摄装置拍摄并获取拍摄装置的拍摄图像,该拍摄图像用于检测巡检目标的工作状态。In some embodiments, the reference photographing focal length of the photographing device is one. That is, the reference inspection parameters include a reference position, a reference shooting attitude of the shooting device, and a reference shooting focal length. The movable platform of this embodiment obtains the reference patrol parameters and the patrol reference image corresponding to the reference patrol parameters when the movable platform is at the patrol position, and controls the movable platform to move according to the reference patrol parameters To the reference position, the current shooting posture of the shooting device is adjusted to the reference shooting posture, and the current shooting focal length of the shooting device is adjusted to the reference shooting focal length. It should be noted that if the shooting focal length of the shooting device before adjustment is equal to the reference shooting focal length, there is no need to adjust the current shooting focal length of the shooting device. For example, this kind of scene is the non-zoom shooting of the shooting device. The shooting focal length of each inspection position point in the inspection process is the same shooting focal length. Then the movable platform obtains the photographed image of the photographing device at the reference photographing focal length, and then adjusts the current photographing posture of the photographing device according to the photographed image and the patrol reference image obtained at the same focal length. After adjusting the current shooting posture of the shooting device, the shooting device is controlled to shoot and obtain the shooting image of the shooting device, and the shooting image is used to detect the working state of the inspection target.
可选地,参考巡检参数和巡检参考图像可以是由本实施例的可移动平台采集的,即本实施例的可移动平台控制所述可移动平台移动至所述巡检位置点时,记录所述可移动平台的当前位置为参考位置,记录拍摄装置的当前拍摄姿态为参考拍摄姿态,记录拍摄装置的当前拍摄焦距为参考拍摄焦距,并控制拍摄装置拍摄,将拍摄获得的该参考拍摄焦距下的图像记录为所述巡检参考图像。需要说明的是,此处的参考巡检参数和巡检参考图像也可以由其它可移动平台来执行。Optionally, the reference patrol parameters and patrol reference images may be collected by the movable platform of this embodiment, that is, when the movable platform of this embodiment controls the movable platform to move to the patrol position, it records The current position of the movable platform is the reference position, the current shooting posture of the recording device is the reference shooting posture, the current shooting focal length of the recording device is the reference shooting focal length, and the shooting device is controlled to shoot, and the reference shooting focal length obtained by shooting The image below is recorded as the patrol reference image. It should be noted that the reference patrol parameters and patrol reference images here can also be executed by other movable platforms.
在另一些实施例中,所述参考拍摄焦距包括多个不同的参考拍摄焦距,所述巡检参考图像包括多帧巡检参考图像,其中,所述多帧巡检参考图像分别为在所述多个不同的参考拍摄焦距下获取的参考图像。In other embodiments, the reference shooting focal length includes a plurality of different reference shooting focal lengths, and the patrol reference image includes multiple frames of patrol reference images, wherein the multiple frames of patrol reference images are in the Reference images acquired at multiple different reference shooting focal lengths.
相应地,所述根据所述参考拍摄焦距,将所述可移动平台的拍摄装置的当前拍摄焦距调整至所述参考拍摄焦距的一种可能的实现方式为:按照焦距从小到大的顺序分别将所述可移动平台的拍摄装置的当前拍摄焦距调整至所述多个不同的参考拍摄焦距。所述获取所述拍摄装置在所述参考拍摄焦距下的拍摄图像的一种可能的实现方式为:分别获取拍摄装置在所述多个不同的参考拍摄焦距下的拍摄图像。所述根据所述拍摄图像和所述巡检参考图像,调整所述拍摄装置的当前拍摄姿态的一种可能的实现方式为:根据所述多个不同的参考拍摄焦距下的拍摄图像和与所述参考拍摄焦距对应的所述巡检参考图像,分别调整所述拍摄装置的当前拍摄姿态。调整该拍摄装置的当前拍摄姿态之后,控制拍摄装置拍摄并获取拍摄装置的拍摄图像,该拍摄图像用于检测巡检目标的工作状态。Correspondingly, according to the reference shooting focal length, a possible implementation manner of adjusting the current shooting focal length of the shooting device of the movable platform to the reference shooting focal length is as follows: The current shooting focal length of the shooting device of the movable platform is adjusted to the multiple different reference shooting focal lengths. A possible implementation manner of acquiring the photographed images of the photographing device at the reference photographing focal length is to separately acquire photographed images of the photographing device at the multiple different reference photographing focal lengths. According to the photographed image and the patrol reference image, a possible implementation manner of adjusting the current photographing posture of the photographing device is: according to the photographed images at the multiple different reference photographing focal lengths and the corresponding The patrol reference image corresponding to the reference shooting focal length adjusts the current shooting posture of the shooting device respectively. After adjusting the current shooting posture of the shooting device, the shooting device is controlled to shoot and obtain the shooting image of the shooting device, and the shooting image is used to detect the working state of the inspection target.
本实施例的参考巡检参数包括参考位置、拍摄装置的参考拍摄姿态以及多个不同的参考拍摄焦距,以n个为例,n为大于等于2的整数,多个不同的参考拍摄焦距从小到大的顺序分别为f1、f2、…、fn,可选地,相邻两焦 距之间的焦距差值为相同值△f,如图4所示。所述巡检参考图像包括多帧巡检参考图像,即为参考拍摄焦距为f1下获得的巡检参考图像1、f2下获得的巡检参考图像2、…、fn下获得的巡检参考图像n。本实施例的可移动平台获取可移动平台在巡检位置点时的参考巡检参数以及与所述参考巡检参数对应的巡检参考图像,并根据该参考巡检参数,控制可移动平台移动至该参考位置,将拍摄装置的当前拍摄姿态调整至该参考拍摄姿态。将拍摄装置的当前拍摄焦距调整至参考拍摄焦距f1,获取拍摄装置在参考拍摄焦距f1拍摄的拍摄图像1,根据该拍摄图像1和巡检参考图像1,调整该拍摄装置的当前拍摄姿态。在根据该拍摄图像1和巡检参考图像1,调整该拍摄装置的当前拍摄姿态之后,将该拍摄装置的当前拍摄焦距由f1调整至参考拍摄焦距f2,获取拍摄装置在参考拍摄焦距f2拍摄的拍摄图像2,根据该拍摄图像2和巡检参考图像2,再次调整该拍摄装置的当前拍摄姿态。以此类推。在根据该拍摄图像n-1和巡检参考图像n-1,调整该拍摄装置的当前拍摄姿态之后,将该拍摄装置的当前拍摄焦距由f(n-1)调整至参考拍摄焦距fn,获取拍摄装置在参考拍摄焦距fn拍摄的拍摄图像n,根据该拍摄图像n和巡检参考图像n,再次调整该拍摄装置的当前拍摄姿态。在可移动平台根据该拍摄图像n和巡检参考图像n,再次调整该拍摄装置的当前拍摄姿态之后,可移动平台再获取拍摄装置在参考拍摄焦距fn拍摄的拍摄图像,并将该拍摄图像用于检测巡检目标的工作状态,并且可移动平台再次获取拍摄装置在参考拍摄焦距fn拍摄的拍摄图像与在参考拍摄焦距fn获取的巡检参考图像n之间的重合度大于等于预设重合度。这种场景例如可以是拍摄装置的变焦拍摄,在可移动平台在巡检过程中的各个巡检位置点的拍摄焦距可能不同,在每到一个巡检位置点时需要对拍摄装置的拍摄焦距进行变焦处理。因此,通过上述方案在每个巡检位置点时多次对拍摄装置进行变焦处理,来多次调整拍摄装置的当前拍摄姿态,可以避免拍摄装置拍摄不到巡检目标的现象。可以理解的是,相邻两焦距之间的焦距差值也可以不相同。The reference inspection parameters of this embodiment include the reference position, the reference shooting attitude of the shooting device, and multiple different reference shooting focal lengths. Taking n as an example, n is an integer greater than or equal to 2, and the multiple different reference shooting focal lengths range from small to The larger order is f1, f2, ..., fn, and optionally, the focal length difference between two adjacent focal lengths is the same value Δf, as shown in FIG. 4. The patrol reference image includes multiple frames of patrol reference images, that is, the patrol reference image 1 and the patrol reference image obtained under f2, the patrol reference image 2,..., the patrol reference image obtained under fn with the reference shooting focal length of f1 n. The movable platform of this embodiment obtains the reference patrol parameters and the patrol reference image corresponding to the reference patrol parameters when the movable platform is at the patrol position, and controls the movable platform to move according to the reference patrol parameters To the reference position, the current shooting posture of the shooting device is adjusted to the reference shooting posture. The current shooting focal length of the shooting device is adjusted to the reference shooting focal length f1, the shooting image 1 shot by the shooting device at the reference shooting focal length f1 is acquired, and the current shooting posture of the shooting device is adjusted according to the shooting image 1 and the inspection reference image 1. After adjusting the current shooting posture of the shooting device according to the shooting image 1 and the patrol reference image 1, the current shooting focal length of the shooting device is adjusted from f1 to the reference shooting focal length f2, and the images taken by the shooting device at the reference shooting focal length f2 are obtained. According to the captured image 2 and the patrol reference image 2, the current shooting posture of the camera is adjusted again. And so on. After adjusting the current shooting attitude of the shooting device according to the shooting image n-1 and the patrol reference image n-1, the current shooting focal length of the shooting device is adjusted from f(n-1) to the reference shooting focal length fn to obtain The photographed image n taken by the photographing device at the reference photographing focal length fn, and the current photographing posture of the photographing device is adjusted again according to the photographed image n and the patrol reference image n. After the movable platform readjusts the current shooting attitude of the shooting device according to the shooting image n and the inspection reference image n, the movable platform then obtains the shooting image taken by the shooting device at the reference shooting focal length fn, and uses the shooting image In order to detect the working status of the inspection target, and the movable platform can again acquire the photographed image taken by the camera at the reference photographing focal length fn and the inspection reference image n obtained at the reference photographing focal length fn. The coincidence degree is greater than or equal to the preset coincidence degree . This kind of scene can be zoomed shooting of a camera, for example, the shooting focal length of each patrol position of the movable platform may be different during the patrol process, and the shooting focal length of the camera needs to be checked every time a patrol position is reached. Zoom processing. Therefore, by performing the zoom processing on the imaging device multiple times at each inspection position point by the above solution, the current shooting posture of the imaging device is adjusted multiple times, which can avoid the phenomenon that the imaging device cannot capture the inspection target. It can be understood that the focal length difference between two adjacent focal lengths may also be different.
可选地,参考巡检参数和巡检参考图像可以是由本实施例的可移动平台采集的,即本实施例的可移动平台控制所述可移动平台移动至所述巡检位置点时,记录所述可移动平台的当前位置为参考位置,记录拍摄装置的当前拍摄姿态为参考拍摄姿态。记录拍摄装置的当前拍摄焦距fn为参考拍摄焦距fn, 并控制拍摄装置拍摄,将拍摄获得的该参考拍摄焦距fn下的图像记录为所述巡检参考图像n,其中,参考拍摄焦距fn是可移动平台在巡检位置点时检测巡检目标的工作状态所使用的拍摄焦距。然后,可移动平台将拍摄装置的当前拍摄焦距由fn调整至f(n-1),记录拍摄装置的当前拍摄焦距f(n-1)为参考拍摄焦距f(n-1),并控制拍摄装置拍摄,将拍摄获得的该参考拍摄焦距f(n-1)下的图像记录为所述巡检参考图像n-1。以此类推。可移动平台将拍摄装置的当前拍摄焦距由f2调整至f1,记录拍摄装置的当前拍摄焦距f1为参考拍摄焦距f1,并控制拍摄装置拍摄,将拍摄获得的该参考拍摄焦距f(n-1)下的图像记录为所述巡检参考图像1。因此,本实施例的可移动平台可以获取拍摄装置分别在多个fn至f1不同拍摄焦距下获得的不同巡检参考图像n至巡检参考图像1,以便用于后续的拍摄装置的当前拍摄姿态调整。需要说明的是,此处的如何记录参考拍摄焦距f1至fn以及巡检参考图像n至巡检参考图像1的方案也可以由其它可移动平台来执行。Optionally, the reference patrol parameters and patrol reference images may be collected by the movable platform of this embodiment, that is, when the movable platform of this embodiment controls the movable platform to move to the patrol position, it records The current position of the movable platform is a reference position, and the current shooting posture of the recording camera is the reference shooting posture. Record the current shooting focal length fn of the shooting device as the reference shooting focal length fn, and control the shooting device to shoot, and record the image under the reference shooting focal length fn obtained by shooting as the inspection reference image n, where the reference shooting focal length fn is available The shooting focal length used by the mobile platform to detect the working status of the inspection target when the inspection position is point. Then, the movable platform adjusts the current shooting focal length of the shooting device from fn to f(n-1), recording the current shooting focal length f(n-1) of the shooting device as the reference shooting focal length f(n-1), and controlling the shooting The device shoots, and records the image obtained by shooting at the reference shooting focal length f(n-1) as the inspection reference image n-1. And so on. The movable platform adjusts the current shooting focal length of the shooting device from f2 to f1, recording the current shooting focal length f1 of the shooting device as the reference shooting focal length f1, and controlling the shooting device to shoot, and the reference shooting focal length f(n-1) obtained by shooting The image below is recorded as the patrol reference image 1. Therefore, the movable platform of this embodiment can obtain different patrol reference images n to patrol reference images 1 obtained by the camera at multiple fn to f1 different shooting focal lengths, so as to be used for the current shooting attitude of the subsequent camera. Adjustment. It should be noted that the solutions of how to record the reference shooting focal lengths f1 to fn and the inspection reference image n to the inspection reference image 1 can also be implemented by other movable platforms.
本发明实施例中还提供了一种计算机存储介质,该计算机存储介质中存储有程序指令,所述程序执行时可包括如图2及其对应实施例中的可移动平台的巡检控制方法的部分或全部步骤。The embodiment of the present invention also provides a computer storage medium, the computer storage medium stores program instructions, and the program execution may include the inspection control method of the movable platform as shown in FIG. 2 and its corresponding embodiment. Part or all of the steps.
图5为本发明一实施例提供的可移动平台的结构示意图,如图5所示,本实施例的可移动平台500可以包括处理器501和拍摄装置502;上述处理器501和拍摄装置502通过总线连接。FIG. 5 is a schematic structural diagram of a movable platform provided by an embodiment of the present invention. As shown in FIG. 5, the movable platform 500 of this embodiment may include a processor 501 and a camera 502; the processor 501 and the camera 502 pass through Bus connection.
所述拍摄装置502,用于拍摄图像。The photographing device 502 is used to photograph images.
所述处理器501,用于:The processor 501 is configured to:
获取所述可移动平台500在巡检位置点时的参考巡检参数以及与所述参考巡检参数对应的巡检参考图像;Acquiring the reference inspection parameters of the movable platform 500 at the inspection location point and the inspection reference image corresponding to the reference inspection parameters;
根据所述参考巡检参数,调整所述可移动平台500的当前巡检参数,其中,所述巡检参数包括位置和拍摄装置的拍摄姿态;Adjusting the current patrol parameters of the movable platform 500 according to the reference patrol parameters, where the patrol parameters include the position and the shooting attitude of the camera;
获取所述拍摄装置502的拍摄图像;Acquiring a photographed image of the photographing device 502;
根据所述拍摄图像和所述巡检参考图像,调整所述拍摄装置502的当前拍摄姿态。According to the photographed image and the patrol reference image, the current photographing posture of the photographing device 502 is adjusted.
在一些实施例中,调整当前拍摄姿态后的所述拍摄装置502拍摄获得的图像与所述巡检参考图像的重合度大于等于预设重合度。In some embodiments, the degree of coincidence between the image captured by the shooting device 502 after adjusting the current shooting attitude and the inspection reference image is greater than or equal to a preset degree of coincidence.
在一些实施例中,所述处理器501,具体用于:In some embodiments, the processor 501 is specifically configured to:
根据所述拍摄图像和所述巡检参考图像,确定所述拍摄装置502的拍摄姿态偏差;Determine the deviation of the shooting attitude of the shooting device 502 according to the shooting image and the patrol reference image;
根据所述拍摄姿态偏差,调整所述拍摄装置502的当前拍摄姿态。According to the deviation of the shooting posture, the current shooting posture of the shooting device 502 is adjusted.
在一些实施例中,所述处理器501,具体用于:In some embodiments, the processor 501 is specifically configured to:
获取目标对象在所述巡检参考图像中的第一位置;Acquiring the first position of the target object in the inspection reference image;
获取所述目标对象在所述拍摄图像中的第二位置;Acquiring a second position of the target object in the captured image;
根据所述第一位置与第二位置之间的偏差确定所述拍摄装置502的拍摄姿态偏差。The deviation of the shooting posture of the camera 502 is determined according to the deviation between the first position and the second position.
在一些实施例中,所述处理器501,具体用于:In some embodiments, the processor 501 is specifically configured to:
根据所述第一位置与第二位置之间的偏差、以及所述拍摄装置502的视场角确定所述拍摄装置502的拍摄姿态偏差。The deviation of the shooting attitude of the camera 502 is determined according to the deviation between the first position and the second position and the field of view of the camera 502.
在一些实施例中,所述巡检参数还包括拍摄装置的拍摄焦距,所述参考巡检参数包括拍摄装置的参考拍摄焦距,巡检参考图像为拍摄装置在所述参考拍摄焦距下获取的参考图像,其中,In some embodiments, the inspection parameter further includes the shooting focal length of the shooting device, the reference inspection parameter includes the reference shooting focal length of the shooting device, and the inspection reference image is a reference obtained by the shooting device at the reference shooting focal length. Image, where
所述处理器501,还用于:将所述可移动平台500的拍摄装置502的当前拍摄焦距调整至所述参考拍摄焦距;The processor 501 is further configured to: adjust the current shooting focal length of the shooting device 502 of the movable platform 500 to the reference shooting focal length;
所述处理器501在获取所述拍摄装置502的拍摄图像时,具体用于:获取所述拍摄装置502在所述参考拍摄焦距下的拍摄图像。When the processor 501 acquires the photographed image of the photographing device 502, it is specifically configured to: acquire the photographed image of the photographing device 502 at the reference photographing focal length.
在一些实施例中,所述拍摄装置502的参考拍摄焦距为一个。In some embodiments, the reference photographing focal length of the photographing device 502 is one.
在一些实施例中,所述参考拍摄焦距包括多个不同的参考拍摄焦距,所述巡检参考图像包括多帧巡检参考图像,其中,所述多帧巡检参考图像分别为在所述多个不同的参考拍摄焦距下获取的参考图像,In some embodiments, the reference shooting focal length includes a plurality of different reference shooting focal lengths, and the patrol reference image includes multiple frames of patrol reference images, wherein the multiple frames of patrol reference images are Reference images acquired at different reference focal lengths,
所述处理器501在根据所述参考拍摄焦距,将所述可移动平台500的拍摄装置502的当前拍摄焦距调整至所述参考拍摄焦距时,具体用于:按照焦距从小到大的顺序分别将所述可移动平台500的拍摄装置502的当前拍摄焦距调整至所述多个不同的参考拍摄焦距;When the processor 501 adjusts the current shooting focal length of the shooting device 502 of the movable platform 500 to the reference shooting focal length according to the reference shooting focal length, it is specifically configured to: Adjusting the current shooting focal length of the shooting device 502 of the movable platform 500 to the multiple different reference shooting focal lengths;
所述处理器501在获取所述拍摄装置502在所述参考拍摄焦距下的拍摄图像时,具体用于:分别获取拍摄装置502在所述多个不同的参考拍摄焦距下的拍摄图像;When the processor 501 acquires the photographed images of the photographing device 502 at the reference photographing focal length, it is specifically configured to: respectively acquire photographed images of the photographing device 502 at the multiple different reference photographing focal lengths;
所述处理器501在根据所述拍摄图像和所述巡检参考图像,调整所述拍摄装置502的当前拍摄姿态时,具体用于:根据所述多个不同的参考拍摄焦距下的拍摄图像和与所述参考拍摄焦距对应的所述巡检参考图像,分别调整所述拍摄装置502的当前拍摄姿态。When the processor 501 adjusts the current shooting attitude of the shooting device 502 according to the captured image and the patrol reference image, it is specifically configured to: according to the captured images and the captured images at the multiple different reference shooting focal lengths The patrol reference image corresponding to the reference shooting focal length adjusts the current shooting posture of the shooting device 502 respectively.
在一些实施例中,所述巡检参考图像中包括巡检目标的图像。In some embodiments, the inspection reference image includes an image of the inspection target.
在一些实施例中,所述处理器501在调整所述拍摄装置502的拍摄姿态时,具体用于:调整可移动平台500的姿态,以调整所述拍摄装置502的拍摄姿态。In some embodiments, when the processor 501 adjusts the shooting posture of the camera 502, it is specifically configured to adjust the posture of the movable platform 500 to adjust the shooting posture of the camera 502.
在一些实施例中,所述可移动平台还可以包括云台(图中未示出),云台用于承载拍摄装置502,云台与处理器501可以通过总线通信连接。所述处理器501在调整所述拍摄装置502的拍摄姿态时,具体用于:In some embodiments, the movable platform may further include a pan/tilt (not shown in the figure), the pan/tilt is used to carry the camera 502, and the pan/tilt and the processor 501 may be communicatively connected via a bus. The processor 501 is specifically configured to: when adjusting the shooting posture of the shooting device 502:
调整承载所述拍摄装置502的云台的姿态和/或可移动平台500的姿态,以调整所述拍摄装置502的拍摄姿态。The posture of the pan/tilt carrying the camera 502 and/or the posture of the movable platform 500 is adjusted to adjust the posture of the camera 502.
在一些实施例中,所述处理器501,还用于获取可移动平台500在巡检位置点的参考巡检参数以及巡检参考图像之前,控制所述可移动平台500移动至所述巡检位置点时,记录所述可移动平台500的巡检参数为参考巡检参数,并控制所述拍摄装置502拍摄,将拍摄获得的图像记录为所述巡检参考图像。In some embodiments, the processor 501 is further configured to obtain the reference patrol parameters and patrol reference images of the movable platform 500 at the patrol location point, and control the movable platform 500 to move to the patrol At the time of the position point, the patrol parameter of the movable platform 500 is recorded as a reference patrol parameter, and the photographing device 502 is controlled to shoot, and the image obtained by shooting is recorded as the patrol reference image.
可选地,本实施例的可移动平台500还可以包括:存储器(图中未示出),存储器用于存储程序代码,当程序代码被执行时,所述可移动平台500可以实现上述的技术方案。Optionally, the movable platform 500 of this embodiment may further include: a memory (not shown in the figure), the memory is used to store program code, and when the program code is executed, the movable platform 500 can implement the aforementioned technology Program.
本实施例的可移动平台,可以用于执行本发明上述各方法实施例中可移动平台的技术方案,其实现原理和技术效果类似,此处不再赘述。The movable platform of this embodiment can be used to implement the technical solutions of the movable platform in the foregoing method embodiments of the present invention, and its implementation principles and technical effects are similar, and will not be repeated here.
本领域普通技术人员可以理解:实现上述方法实施例的全部或部分步骤可以通过程序指令相关的硬件来完成,前述的程序可以存储于一计算机可读取存储介质中,该程序在执行时,执行包括上述方法实施例的步骤;而前述的存储介质包括:只读内存(Read-Only Memory,ROM)、随机存取存储器(Random Access Memory,RAM)、磁碟或者光盘等各种可以存储程序代码的介质。A person of ordinary skill in the art can understand that all or part of the steps in the above method embodiments can be implemented by a program instructing relevant hardware. The foregoing program can be stored in a computer readable storage medium. When the program is executed, it is executed. Including the steps of the foregoing method embodiment; and the foregoing storage medium includes: read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory, RAM), magnetic disks or optical disks, etc., which can store program codes Medium.
最后应说明的是:以上各实施例仅用以说明本发明的技术方案,而非对 其限制;尽管参照前述各实施例对本发明进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分或者全部技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本发明各实施例技术方案的范围。Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, but not to limit it; although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand: It is still possible to modify the technical solutions described in the foregoing embodiments, or equivalently replace some or all of the technical features; these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the technical solutions of the embodiments of the present invention range.

Claims (23)

  1. 一种可移动平台的巡检控制方法,其中,所述可移动平台包括拍摄装置,其特征在于,包括:A patrol inspection control method for a movable platform, wherein the movable platform includes a photographing device, characterized in that it includes:
    获取可移动平台在巡检位置点时的参考巡检参数以及与所述参考巡检参数对应的巡检参考图像;Acquiring the reference inspection parameters of the movable platform at the inspection location point and the inspection reference image corresponding to the reference inspection parameters;
    根据所述参考巡检参数,调整所述可移动平台的当前巡检参数,其中,所述巡检参数包括位置和拍摄装置的拍摄姿态;Adjusting the current inspection parameters of the movable platform according to the reference inspection parameters, where the inspection parameters include the position and the shooting attitude of the camera;
    获取所述拍摄装置的拍摄图像;Acquiring a photographed image of the photographing device;
    根据所述拍摄图像和所述巡检参考图像,调整所述拍摄装置的当前拍摄姿态。According to the photographed image and the patrol reference image, the current photographing posture of the photographing device is adjusted.
  2. 根据权利要求1所述的方法,其特征在于,调整当前拍摄姿态后的所述拍摄装置拍摄获得的图像与所述巡检参考图像的重合度大于等于预设重合度。The method according to claim 1, wherein the coincidence degree of the image captured by the photographing device after adjusting the current shooting posture and the patrol reference image is greater than or equal to a preset degree of coincidence.
  3. 根据权利要求1或2所述的方法,其特征在于,所述根据所述拍摄图像和所述巡检参考图像,调整所述拍摄装置的当前拍摄姿态,包括:The method according to claim 1 or 2, wherein the adjusting the current shooting posture of the shooting device according to the shooting image and the patrol reference image comprises:
    根据所述拍摄图像和所述巡检参考图像,确定所述拍摄装置的拍摄姿态偏差;Determine the deviation of the shooting attitude of the shooting device according to the shooting image and the patrol reference image;
    根据所述拍摄姿态偏差,调整所述拍摄装置的当前拍摄姿态。According to the deviation of the shooting posture, the current shooting posture of the shooting device is adjusted.
  4. 根据权利要求3所述的方法,其特征在于,所述根据所述拍摄图像和所述巡检参考图像,确定所述拍摄装置的拍摄姿态偏差,包括:The method according to claim 3, wherein the determining the shooting attitude deviation of the shooting device according to the shooting image and the patrol reference image comprises:
    获取目标对象在所述巡检参考图像中的第一位置;Acquiring the first position of the target object in the inspection reference image;
    获取所述目标对象在所述拍摄图像中的第二位置;Acquiring a second position of the target object in the captured image;
    根据所述第一位置与第二位置之间的偏差确定所述拍摄装置的拍摄姿态偏差。The deviation of the shooting attitude of the camera is determined according to the deviation between the first position and the second position.
  5. 根据权利要求4所述的方法,其特征在于,所述根据所述第一位置与第二位置之间的偏差确定所述拍摄装置的拍摄姿态偏差,包括:The method according to claim 4, wherein the determining the shooting attitude deviation of the shooting device according to the deviation between the first position and the second position comprises:
    根据所述第一位置与第二位置之间的偏差、以及所述拍摄装置的视场角确定所述拍摄装置的拍摄姿态偏差。The deviation of the shooting attitude of the shooting device is determined according to the deviation between the first position and the second position and the angle of view of the shooting device.
  6. 根据权利要求1-5任一项所述的方法,其特征在于,所述巡检参数还包括拍摄装置的拍摄焦距,所述参考巡检参数包括拍摄装置的参考拍摄焦距, 巡检参考图像为拍摄装置在所述参考拍摄焦距下获取的参考图像,其中,The method according to any one of claims 1 to 5, wherein the inspection parameter further includes the shooting focal length of the camera, the reference inspection parameter includes the reference shooting focal length of the camera, and the inspection reference image is The reference image acquired by the photographing device at the reference photographing focal length, wherein:
    所述根据所述参考巡检参数,调整所述可移动平台的当前巡检参数,还包括:The adjusting the current inspection parameters of the movable platform according to the reference inspection parameters further includes:
    将所述可移动平台的拍摄装置的当前拍摄焦距调整至所述参考拍摄焦距;Adjusting the current shooting focal length of the shooting device of the movable platform to the reference shooting focal length;
    所述获取所述拍摄装置的拍摄图像,包括:The acquiring the photographed image of the photographing device includes:
    获取所述拍摄装置在所述参考拍摄焦距下的拍摄图像。Acquiring a photographed image of the photographing device at the reference photographing focal length.
  7. 根据权利要求6所述的方法,其特征在于,所述拍摄装置的参考拍摄焦距为一个。The method according to claim 6, wherein the reference photographing focal length of the photographing device is one.
  8. 根据权利要求6所述的方法,其特征在于,所述参考拍摄焦距包括多个不同的参考拍摄焦距,所述巡检参考图像包括多帧巡检参考图像,其中,所述多帧巡检参考图像分别为在所述多个不同的参考拍摄焦距下获取的参考图像,The method according to claim 6, wherein the reference photographing focal length includes a plurality of different reference photographing focal lengths, and the inspection reference image includes a multi-frame inspection reference image, wherein the multi-frame inspection reference image The images are respectively reference images acquired at the multiple different reference shooting focal lengths,
    所述根据所述参考拍摄焦距,将所述可移动平台的拍摄装置的当前拍摄焦距调整至所述参考拍摄焦距,包括:The adjusting the current shooting focal length of the shooting device of the movable platform to the reference shooting focal length according to the reference shooting focal length includes:
    按照焦距从小到大的顺序分别将所述可移动平台的拍摄装置的当前拍摄焦距调整至所述多个不同的参考拍摄焦距;Respectively adjusting the current shooting focal length of the shooting device of the movable platform to the multiple different reference shooting focal lengths in the order of the focal length from small to large;
    所述获取所述拍摄装置在所述参考拍摄焦距下的拍摄图像,包括:The acquiring the photographed image of the photographing device at the reference photographing focal length includes:
    分别获取拍摄装置在所述多个不同的参考拍摄焦距下的拍摄图像;Respectively acquiring photographed images of the photographing device at the multiple different reference photographing focal lengths;
    所述根据所述拍摄图像和所述巡检参考图像,调整所述拍摄装置的当前拍摄姿态,包括:The adjusting the current shooting posture of the shooting device according to the shooting image and the patrol reference image includes:
    根据所述多个不同的参考拍摄焦距下的拍摄图像和与所述参考拍摄焦距对应的所述巡检参考图像,分别调整所述拍摄装置的当前拍摄姿态。The current shooting posture of the shooting device is adjusted respectively according to the shooting images at the multiple different reference shooting focal lengths and the inspection reference image corresponding to the reference shooting focal length.
  9. 根据权利要求1-8任一项所述的方法,其特征在于,所述巡检参考图像中包括巡检目标的图像。The method according to any one of claims 1-8, wherein the inspection reference image includes an image of a inspection target.
  10. 根据权利要求1-9任一项所述的方法,其特征在于,所述调整所述拍摄装置的拍摄姿态,包括:The method according to any one of claims 1-9, wherein the adjusting the shooting posture of the shooting device comprises:
    调整承载所述拍摄装置的云台的姿态和/或所述可移动平台的姿态,以调整所述拍摄装置的拍摄姿态。Adjusting the posture of the pan/tilt carrying the camera and/or the posture of the movable platform to adjust the posture of the camera.
  11. 根据权利要求1-10任一项所述的方法,其特征在于,所述获取可移动平台在巡检位置点的参考巡检参数以及巡检参考图像之前,还包括:The method according to any one of claims 1-10, wherein before acquiring the reference inspection parameters and the inspection reference image of the movable platform at the inspection location point, the method further comprises:
    控制所述可移动平台移动至所述巡检位置点时,记录所述可移动平台的巡检参数为参考巡检参数,并控制所述拍摄装置拍摄,将拍摄获得的图像记录为所述巡检参考图像。When controlling the movable platform to move to the patrol location point, record the patrol parameters of the movable platform as reference patrol parameters, and control the shooting device to shoot, and record the images obtained by shooting as the patrol Check the reference image.
  12. 一种可移动平台,其特征在于,所述可移动平台包括处理器和拍摄装置;A movable platform, wherein the movable platform includes a processor and a camera;
    所述拍摄装置,用于拍摄图像;The photographing device is used to photograph images;
    所述处理器,用于:The processor is used for:
    获取所述可移动平台在巡检位置点时的参考巡检参数以及与所述参考巡检参数对应的巡检参考图像;Acquiring the reference inspection parameters of the movable platform at the inspection location point and the inspection reference image corresponding to the reference inspection parameters;
    根据所述参考巡检参数,调整所述可移动平台的当前巡检参数,其中,所述巡检参数包括位置和拍摄装置的拍摄姿态;Adjusting the current inspection parameters of the movable platform according to the reference inspection parameters, where the inspection parameters include the position and the shooting attitude of the camera;
    获取所述拍摄装置的拍摄图像;Acquiring a photographed image of the photographing device;
    根据所述拍摄图像和所述巡检参考图像,调整所述拍摄装置的当前拍摄姿态。According to the photographed image and the patrol reference image, the current photographing posture of the photographing device is adjusted.
  13. 根据权利要求12所述的可移动平台,其特征在于,调整当前拍摄姿态后的所述拍摄装置拍摄获得的图像与所述巡检参考图像的重合度大于等于预设重合度。The movable platform according to claim 12, wherein the coincidence degree of the image captured by the photographing device after adjusting the current shooting posture and the patrol reference image is greater than or equal to a preset degree of coincidence.
  14. 根据权利要求12或13所述的可移动平台,其特征在于,所述处理器,具体用于:The movable platform according to claim 12 or 13, wherein the processor is specifically configured to:
    根据所述拍摄图像和所述巡检参考图像,确定所述拍摄装置的拍摄姿态偏差;Determine the deviation of the shooting attitude of the shooting device according to the shooting image and the patrol reference image;
    根据所述拍摄姿态偏差,调整所述拍摄装置的当前拍摄姿态。According to the deviation of the shooting posture, the current shooting posture of the shooting device is adjusted.
  15. 根据权利要求14所述的可移动平台,其特征在于,所述处理器,具体用于:The mobile platform according to claim 14, wherein the processor is specifically configured to:
    获取目标对象在所述巡检参考图像中的第一位置;Acquiring the first position of the target object in the inspection reference image;
    获取所述目标对象在所述拍摄图像中的第二位置;Acquiring a second position of the target object in the captured image;
    根据所述第一位置与第二位置之间的偏差确定所述拍摄装置的拍摄姿态偏差。The deviation of the shooting attitude of the camera is determined according to the deviation between the first position and the second position.
  16. 根据权利要求15所述的可移动平台,其特征在于,所述处理器,具体用于:The mobile platform according to claim 15, wherein the processor is specifically configured to:
    根据所述第一位置与第二位置之间的偏差、以及所述拍摄装置的视场角确定所述拍摄装置的拍摄姿态偏差。The deviation of the shooting attitude of the shooting device is determined according to the deviation between the first position and the second position and the angle of view of the shooting device.
  17. 根据权利要求12-16任一项所述的可移动平台,其特征在于,所述巡检参数还包括拍摄装置的拍摄焦距,所述参考巡检参数包括拍摄装置的参考拍摄焦距,巡检参考图像为拍摄装置在所述参考拍摄焦距下获取的参考图像,其中,The movable platform according to any one of claims 12-16, wherein the inspection parameters further include the shooting focal length of the shooting device, and the reference inspection parameters include the reference shooting focal length of the shooting device, and the inspection reference The image is a reference image acquired by the photographing device at the reference photographing focal length, wherein,
    所述处理器,还用于:将所述可移动平台的拍摄装置的当前拍摄焦距调整至所述参考拍摄焦距;The processor is further configured to: adjust the current shooting focal length of the shooting device of the movable platform to the reference shooting focal length;
    所述处理器在获取所述拍摄装置的拍摄图像时,具体用于:获取所述拍摄装置在所述参考拍摄焦距下的拍摄图像。When the processor acquires the photographed image of the photographing device, it is specifically configured to: acquire the photographed image of the photographing device at the reference photographing focal length.
  18. 根据权利要求17所述的可移动平台,其特征在于,所述拍摄装置的参考拍摄焦距为一个。The movable platform according to claim 17, wherein the reference shooting focal length of the shooting device is one.
  19. 根据权利要求17所述的可移动平台,其特征在于,所述参考拍摄焦距包括多个不同的参考拍摄焦距,所述巡检参考图像包括多帧巡检参考图像,其中,所述多帧巡检参考图像分别为在所述多个不同的参考拍摄焦距下获取的参考图像,The movable platform according to claim 17, wherein the reference shooting focal length includes a plurality of different reference shooting focal lengths, and the inspection reference image includes a multi-frame inspection reference image, wherein the multi-frame inspection reference image The inspection reference images are reference images acquired at the multiple different reference shooting focal lengths,
    所述处理器在根据所述参考拍摄焦距,将所述可移动平台的拍摄装置的当前拍摄焦距调整至所述参考拍摄焦距时,具体用于:按照焦距从小到大的顺序分别将所述可移动平台的拍摄装置的当前拍摄焦距调整至所述多个不同的参考拍摄焦距;When the processor adjusts the current photographing focal length of the photographing device of the movable platform to the reference photographing focal length according to the reference photographing focal length, it is specifically configured to: respectively adjust the available focal lengths in the order of ascending focal length. The current shooting focal length of the shooting device of the mobile platform is adjusted to the multiple different reference shooting focal lengths;
    所述处理器在获取所述拍摄装置在所述参考拍摄焦距下的拍摄图像时,具体用于:分别获取拍摄装置在所述多个不同的参考拍摄焦距下的拍摄图像;When the processor acquires the photographed images of the photographing device at the reference photographing focal length, it is specifically configured to: separately acquire photographed images of the photographing device at the multiple different reference photographing focal lengths;
    所述处理器在根据所述拍摄图像和所述巡检参考图像,调整所述拍摄装置的当前拍摄姿态时,具体用于:根据所述多个不同的参考拍摄焦距下的拍摄图像和与所述参考拍摄焦距对应的所述巡检参考图像,分别调整所述拍摄装置的当前拍摄姿态。When the processor adjusts the current shooting attitude of the shooting device according to the shooting image and the patrol reference image, it is specifically configured to: The patrol reference image corresponding to the reference shooting focal length adjusts the current shooting posture of the shooting device respectively.
  20. 根据权利要求12-19任一项所述的可移动平台,其特征在于,所述巡检参考图像中包括巡检目标的图像。The movable platform according to any one of claims 12-19, wherein the inspection reference image includes an image of a inspection target.
  21. 根据权利要求12-20任一项所述的可移动平台,其特征在于,所述处理器在调整所述拍摄装置的拍摄姿态时,具体用于:The movable platform according to any one of claims 12-20, wherein the processor is specifically configured to: when adjusting the shooting posture of the shooting device:
    调整承载所述拍摄装置的云台的姿态和/或所述可移动平台的姿态,以调整所述拍摄装置的拍摄姿态。Adjusting the posture of the pan/tilt carrying the camera and/or the posture of the movable platform to adjust the posture of the camera.
  22. 根据权利要求12-21任一项所述的可移动平台,其特征在于,所述处理器,还用于获取所述可移动平台在巡检位置点的参考巡检参数以及巡检参考图像之前,控制所述可移动平台移动至所述巡检位置点时,记录所述可移动平台的巡检参数为参考巡检参数,并控制所述拍摄装置拍摄,将拍摄获得的图像记录为所述巡检参考图像。The mobile platform according to any one of claims 12-21, wherein the processor is further configured to obtain the reference inspection parameters of the mobile platform at the inspection location point and before the inspection reference image , When controlling the movable platform to move to the patrol position, record the patrol parameters of the movable platform as the reference patrol parameters, and control the shooting device to shoot, and record the image obtained by shooting as the Inspect the reference image.
  23. 一种可读存储介质,其特征在于,所述可读存储介质上存储有计算机程序;所述计算机程序在被执行时,实现如权利要求1-11任一项所述的可移动平台的巡检控制方法。A readable storage medium, characterized in that a computer program is stored on the readable storage medium; when the computer program is executed, it realizes the patrol of the movable platform according to any one of claims 1-11. Inspection control method.
PCT/CN2019/076200 2019-02-26 2019-02-26 Patrol control method for movable platform, and movable platform WO2020172800A1 (en)

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