WO2021258251A1 - Surveying and mapping method for movable platform, and movable platform and storage medium - Google Patents
Surveying and mapping method for movable platform, and movable platform and storage medium Download PDFInfo
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- WO2021258251A1 WO2021258251A1 PCT/CN2020/097453 CN2020097453W WO2021258251A1 WO 2021258251 A1 WO2021258251 A1 WO 2021258251A1 CN 2020097453 W CN2020097453 W CN 2020097453W WO 2021258251 A1 WO2021258251 A1 WO 2021258251A1
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- Prior art keywords
- target object
- photographing device
- movable platform
- photographing
- window
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C11/00—Photogrammetry or videogrammetry, e.g. stereogrammetry; Photographic surveying
- G01C11/04—Interpretation of pictures
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C3/00—Measuring distances in line of sight; Optical rangefinders
Definitions
- This application relates to the technical field of movable platforms, and in particular to a surveying and mapping method for a movable platform, a movable platform and a storage medium.
- the present application provides a surveying and mapping method for a movable platform, a movable platform, and a storage medium, which can survey and map a target object based on a movable platform equipped with a camera with a small amount of calculation.
- an embodiment of the present application provides a surveying and mapping method for a movable platform, the movable platform is equipped with a photographing device, and the method includes:
- the corresponding size of the target object is determined according to the position information of the current position and the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window.
- an embodiment of the present application provides a surveying and mapping method for a movable platform, the movable platform is equipped with a photographing device, and the method includes:
- the bottom of the target object is located at a preset position in the photographing window, and the first posture information of the photographing device is acquired;
- the target distance between the movable platform and the target object is determined according to the height of the photographing device relative to the ground at the current position and the first posture information.
- an embodiment of the present application provides a movable platform, which can carry a photographing device
- the movable platform includes a memory and a processor
- the memory is used to store a computer program
- the processor is configured to execute the computer program and, when executing the computer program, implement the following steps:
- the corresponding size of the target object is determined according to the position information of the current position and the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window.
- an embodiment of the present application provides a movable platform that can carry a photographing device
- the movable platform includes a memory and a processor
- the memory is used to store a computer program
- the processor is configured to execute the computer program and, when executing the computer program, implement the following steps:
- the bottom of the target object is located at a preset position in the photographing window, and the first posture information of the photographing device is acquired;
- the target distance between the movable platform and the target object is determined according to the height of the photographing device relative to the ground at the current position and the first posture information.
- an embodiment of the present application provides a computer-readable storage medium, the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the processor implements the above-mentioned method.
- the embodiment of the present application provides a surveying and mapping method for a movable platform, a movable platform and a storage medium.
- a surveying and mapping method for a movable platform, a movable platform and a storage medium.
- the posture information of the shooting device when different parts of the target object are located at the same preset position in the shooting window, and the corresponding size of the target object is determined according to the posture information.
- the target object can be surveyed and mapped based on the movable platform equipped with the shooting device, simple It is convenient and has a small amount of calculation; and it can also survey and map the target object when the size of the target object is large or the distance to the target object is relatively large, so that the shooting window of the shooting device cannot fully cover the target object.
- FIG. 1 is a schematic flowchart of a surveying and mapping method for a movable platform provided by an embodiment of the present application
- FIG. 2 is a schematic diagram of the structure of a camera mounted on a movable platform in an embodiment
- FIG. 3 is a schematic diagram of a scene of surveying and mapping a target object in an embodiment
- FIG. 4 is a schematic diagram of the bottom of the target object located at the first preset position in the shooting window in an embodiment
- FIG. 5 is a schematic diagram of the top of the target object located at the first preset position in the shooting window in an embodiment
- FIG. 6 is a schematic diagram of a scene for determining the width of a target object in an embodiment
- FIG. 7 is a schematic diagram of a scene of surveying and mapping a target object in an embodiment
- FIG. 8 is a schematic flowchart of a surveying and mapping method for a movable platform according to another embodiment of the present application.
- Fig. 9 is a schematic block diagram of a movable platform provided by an embodiment of the present application.
- FIG. 1 is a schematic flowchart of a surveying and mapping method for a movable platform according to an embodiment of the present application.
- the surveying and mapping method can be applied to a movable platform, or can be applied to a camera mounted on the movable platform, or the steps of the surveying method can be performed by the movable platform and the camera mounted on the movable platform together.
- the movable platform includes at least one of an unmanned aerial vehicle, a pan/tilt, an unmanned vehicle, and a mobile terminal.
- the mobile terminal may include at least one of a mobile phone, a tablet computer, a notebook computer, a personal digital assistant, a wearable device, and a remote control.
- the unmanned aerial vehicle can be a rotary wing drone, such as a quadrotor drone, a hexarotor drone, an eight rotor drone, or a fixed wing drone.
- the movable platform includes a mobile phone platform, and the photographing device includes a camera built into the mobile phone. In other embodiments, the movable platform includes a camera platform, and the photographing device includes a camera. In some other embodiments, the movable platform includes a mobile phone, and the photographing device includes a camera built into the mobile phone.
- the change of the posture of the movable platform can change the posture of the camera, thereby changing the shooting direction.
- the unmanned aerial vehicle can move up, down, left, or right to move up, down, left, or right.
- changes in the attitude of the pan/tilt can also change the attitude of the camera; for example, the user can move or turn a movable platform, such as a mobile phone, to change the shooting direction of the camera.
- the movable platform includes a pan-tilt 10, and the pan-tilt 10 can carry a camera 20 such as a mobile phone, and the camera 20 includes a camera built into the mobile phone.
- the pan/tilt head 10 includes a pitch axis (Pitch axis) motor 11 that controls pitch motion, a roll axis (Roll axis) motor 12 that controls roll motion, and a yaw axis (YAW axis) motor 13 that controls translation motion. At least one of.
- Pitch axis pitch axis
- Roll axis roll axis
- YAW axis yaw axis
- the rotation of the pitch axis motor 11 can make the camera 20 carried by the pan/tilt 10 tilt relative to the handle of the pan/tilt 10, that is, the camera 20 is at the farthest and closest to the top of the handle.
- the ends reciprocate back and forth, and the movement path is circular.
- the rotation of the roll axis motor 12 can make the camera 20 carried on the pan/tilt 10 roll relative to the handle of the pan/tilt 10, that is, the camera 20 is at a fixed position from the handle. Rotate with itself as the center.
- the rotation of the translation axis motor 13 can make the camera 20 mounted on the pan/tilt head 10 move in the same plane perpendicular to the axis of the handle of the pan/tilt head 10.
- the movable platform includes an unmanned aerial vehicle 30, and the unmanned aerial vehicle 30 can carry a photographing device 40 such as a camera, and the photographing device 40 includes a camera built into the camera.
- the imaging device 40 is mounted on the unmanned aerial vehicle 30 via a pan/tilt. The photographing direction of the photographing device 40 can be changed by adjusting the posture of the pan/tilt.
- the surveying and mapping method for a movable platform includes steps S11 to S12.
- the location of the target object includes at least one of the following: bottom, top, left, and right. It is understandable that the part of the target object may also include a middle part, a cornered part, a protruding part, a recessed part, and the like.
- the target object includes trees
- the posture of the shooting device can be changed so that the bottom and the top of the target object are respectively located in the same preset position in the shooting window.
- the bottom of the target object is located at the same preset position in the photographing window
- the top of the target object is located at the same preset position in the photographing window .
- the movable platform includes a pan-tilt
- the camera is mounted on the pan-tilt
- the posture of the camera can be adjusted by controlling the action of the motor of the pan-tilt.
- the rotation of at least one of the pitch axis motor, the roll axis motor, and the yaw axis motor of the movable platform can be controlled to adjust the attitude of the camera.
- the posture of the camera may be changed by the user, for example, the user holds a mobile terminal such as a mobile phone, and changes the posture of the camera by moving or rotating the mobile terminal, or the user directly manipulates the pan-tilt to change the pose of the pan-tilt To adjust the posture of the camera.
- a mobile terminal such as a mobile phone
- the attitude information includes at least one of the following: a pitch angle and a yaw angle.
- the posture information is acquired by a posture sensor built in the photographing device and/or a posture sensor built in the movable platform.
- the attitude sensor may include at least one of a gyroscope, an electronic compass, an acceleration sensor, a direction sensor, an inertial measurement unit (IMU), and the like.
- the inertial measurement unit is a device for measuring the three-axis attitude angle and acceleration of an object.
- the inertial measurement unit may include a three-axis gyroscope and a three-axis accelerometer, and may also include a three-axis magnetometer.
- the acquiring the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window includes: when the bottom of the target object is located in the photographing window Acquiring the first posture information of the photographing device at the first preset position in.
- the acquiring the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window includes: when the top of the target object is located in the photographing window Acquiring the second posture information of the photographing device at the second preset position in.
- the photographing window may represent the viewing range of the photographing device, and when the image photographed by the photographing device is not cropped, the edge of the image may be used as the edge of the photographing window.
- the box can represent the shooting window, or the content in the box can represent the display interface of the display device of the movable platform or the display device of the control end of the movable platform, displaying The device displays the image taken by the camera without cropping.
- the preset position can be any position in the shooting window or the display interface, for example, it can be the center of the shooting window or the display interface, and of course it can also be located in the upper middle, lower middle, etc. of the shooting window or the display interface.
- the first posture information of the shooting device is acquired.
- the first posture information includes an angle ⁇ between a connection line between the bottom of the target object and the photographing device and a horizontal line.
- the second posture information of the shooting device when the top of the target object is located at the second preset position Q2 in the shooting window, the second posture information of the shooting device is acquired.
- the second posture information includes an angle ⁇ between a line between the top of the target object and the camera and a horizontal line.
- the posture sensor built in the photographing device and/or the posture sensor built in the movable platform is calibrated with a horizontal direction.
- the rotation of the pitch axis motor of the gimbal can make the camera mounted on the gimbal make a pitch movement relative to the handle of the gimbal, and the posture sensor outputs corresponding pitch angle information.
- the included angle ⁇ can be determined according to the pitch angle information output by the posture sensor;
- the included angle ⁇ may be determined according to the pitch angle information output by the attitude sensor.
- the first preset position and the second preset position overlap or are arranged at intervals.
- the first preset position used to determine the target distance is the same as the second preset position in the display interface of the display device.
- the first posture information may be calculated according to the distance between the first preset position and the second preset position And the second posture information is processed into posture information corresponding to the same preset position in the shooting window.
- S12 Determine the corresponding size of the target object according to the position information of the current position and the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window.
- the corresponding size of the target object is at least one of the following: the height of the target object, or the width of the target object.
- the distance between different parts on the target object can also be determined.
- the position information of the current position includes at least one of the following: the height of the photographing device relative to the ground, and the target distance of the photographing device relative to the target object.
- the height of the photographing device relative to the ground at the current position may be expressed as h
- the target distance of the photographing device relative to the target object may be expressed as 1.
- the acquiring the height of the photographing device relative to the ground at the current position includes: acquiring the height of the photographing device relative to the ground input by the user. It is understandable that the height of the photographing device relative to the ground may be input by the user.
- a movable platform such as an unmanned aerial vehicle
- a control terminal is in communication connection with a control terminal, and the user can input the height of the position where the movable platform is located on the control terminal.
- the user holds a mobile platform, such as a mobile phone or a mobile phone platform equipped with a mobile phone, and can input the height of the camera relative to the ground on the mobile phone.
- the user can input the height of the user, so that the height of the camera relative to the ground can be determined according to the height and the height of the movable platform itself.
- the height of the photographing device relative to the ground is acquired by a height sensor built into the photographing device or a height sensor built into the body of the movable platform.
- the height sensor includes at least one of an optical sensor (such as a camera, a binocular camera, etc.), an ultrasonic sensor, a barometer, a radar system (such as a millimeter wave radar), a laser system, and the like.
- the height sensor can more accurately determine the height of the camera relative to the ground.
- the target distance is acquired by a distance sensor built into the camera and/or a distance sensor built into the movable platform.
- the distance sensor includes at least one of an optical sensor (such as a camera, a binocular camera, etc.), an ultrasonic sensor, a radar system (such as a millimeter wave radar), a laser system, and the like.
- the distance sensor can more accurately determine the target distance of the shooting device relative to the target object.
- the target distance of the photographing device relative to the target object may be calculated from the height of the photographing device relative to the ground and the posture information.
- the method further includes: determining a target distance between the photographing device and the target object according to the height of the photographing device relative to the ground and the first posture information.
- the height h relative to the ground at the current position of the shooting device can be determined according to the height h of the target object and when the bottom of the target object is located at the first preset position Q1 in the shooting window.
- the corresponding size of the target object includes: determining the height of the target object according to the height of the photographing device relative to the ground, the target distance of the photographing device relative to the target object, and the second posture information.
- the surveying and mapping method for a movable platform includes: acquiring the height of the photographing device relative to the ground at the current position; at the current position, changing the posture of the photographing device to make the target object
- the different parts of the camera are respectively located at the same preset position in the shooting window, and the posture information of the shooting device when the different parts of the target object are respectively at the same preset position in the shooting window is acquired; according to the shooting device
- the height relative to the ground and the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window determine the corresponding size of the target object.
- the height of the target object may be determined according to the height of the photographing device relative to the ground, the first posture information, and the second posture information.
- the target distance between the photographing device and the target object may be determined according to the height of the photographing device relative to the ground and the first posture information; and according to the height of the photographing device relative to the ground , The target distance and the second posture information determine the height of the target object.
- the acquiring the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window further includes: acquiring the photographing device at the target The third posture information when the left side of the object is located at the second preset position in the shooting window; acquiring the information of the shooting device when the right side of the target object is at the second preset position in the shooting window Fourth posture information.
- the third posture information of the shooting device when the left side of the target object is located at the second preset position in the shooting window, the third posture information of the shooting device is acquired.
- the third posture information includes an angle ⁇ between a connection line between the left side of the target object and the photographing device and the photographing direction of the photographing device. It is understandable that the shooting direction is perpendicular to the side of the target object opposite to the shooting device.
- the included angle ⁇ may be determined according to the yaw angle of the photographing device.
- the fourth posture information of the shooting device when the right side of the target object is located at the second preset position in the shooting window, the fourth posture information of the shooting device is acquired.
- the fourth posture information includes an angle ⁇ between a connection line between the right side of the target object and the photographing device and the photographing direction of the photographing device.
- the included angle ⁇ may be determined according to the yaw angle of the camera.
- the width of the target object may be determined according to the third posture information and the fourth posture information, and the target distance of the photographing device relative to the target object.
- the target object and the included angle ⁇ may be determined
- the width of the opposite side of the photographing device is s1+s2.
- the method further includes: determining the area of the side of the target object opposite to the photographing device according to the height of the target object and the width of the target object.
- the area of the side of the target object opposite to the imaging device may be determined according to the product of the height of the target object and the width of the target object.
- the method further includes: determining the aspect ratio and/or zoom factor of the image captured by the photographing device according to the height of the target object and the width of the target object.
- the aspect ratio of the image taken by the photographing device may be determined according to the ratio of the width of the target object to the height of the target object, so that the photographed image can better represent the target object, for example, a complete picture can be taken.
- the target object is removed, and irrelevant scenes far away from the target object are removed.
- the zoom factor of the shooting device may be determined by the width of the target object and/or the height of the target object. For example, when the width of the target object is very wide or the height is very high, the zoom factor is reduced to photograph the complete target. object.
- the method further includes: displaying the boundary of the shooting window and the preset position on the movable platform or the display device of the control end of the movable platform.
- the box may represent the boundary of the shooting window.
- Figure 4 also shows the first preset position Q1 in the shooting window, and 5 shows the second position in the shooting window.
- the preset position is Q2. It is understandable that a preset mark may be displayed at the preset position, such as a “cross” indicator line, to indicate the preset position.
- the image to be photographed by the photographing device may be displayed in the photographing window, so that the posture of the photographing device can be adjusted according to the positional relationship between the preset position and the corresponding part of the target object in the photographing window to make the target object
- the corresponding part is located at the preset position in the shooting window.
- the method further includes: prompting the user to change the posture of the photographing device so that the corresponding part of the target object is located at a preset position in the photographing window.
- the user is prompted by displaying text and/or graphic prompts or by voice.
- the posture of the camera can be changed by the user.
- the user holds a mobile terminal such as a mobile phone to change the posture of the camera by moving or rotating the mobile terminal, or the user directly applies force to the pan-tilt to change the pan-tilt. Posture to adjust the posture of the camera.
- the method further includes: controlling the movable platform to change the posture of the photographing device so that the corresponding part of the target object is located at a preset position in the photographing window.
- the movable platform can change the posture of the shooting device automatically or according to the user's control operation, and stop changing the shooting when the corresponding part of the target object is located in the preset position in the shooting window.
- the attitude of the device can change the posture of the shooting device automatically or according to the user's control operation, and stop changing the shooting when the corresponding part of the target object is located in the preset position in the shooting window.
- the method further includes: according to a user's determination operation, determining that the corresponding part of the target object is currently located at a preset position in the shooting window.
- the posture of the photographing device can be stopped according to the user's confirming operation, and the photographing device can be obtained.
- Current posture information when the user judges that the corresponding part of the target object is located at the preset position in the shooting window, presses the key corresponding to the confirm operation, the posture of the photographing device can be stopped according to the user's confirming operation, and the photographing device can be obtained. Current posture information.
- the method further includes: selecting a corresponding part of the target object in the shooting window; controlling the movable platform to change the posture of the shooting device according to the selected part so that the target object The corresponding part of is located at a preset position in the shooting window.
- the corresponding parts in the captured image may be determined based on an image recognition algorithm, for example, the corresponding parts in the image may be recognized based on a trained neural network model. Therefore, according to the positional relationship between the part and the preset position in the shooting window, the posture of the shooting device can be adjusted so that the corresponding part of the target object is located at the preset position in the shooting window.
- the automatic alignment of the corresponding part of the target object and the preset position in the shooting window can be realized, so that the surveying and mapping can be carried out more conveniently.
- selecting the corresponding part of the target object in the shooting window includes: displaying the shooting window on the movable platform or the display device of the control terminal of the movable platform, and identifying the target object The contour line; according to the user's selection operation of the contour line, determine the corresponding part of the target object in the shooting window.
- the contour line of the target object in the shooting window may be determined based on an image recognition algorithm, for example, the contour line of the target object in the shooting window may be recognized based on a trained neural network model. Then, the contour line of the target object is displayed on the movable platform or the display device of the control terminal of the movable platform, so that the user can select corresponding parts of the target object, such as the top and bottom of the target object.
- the acquiring the height of the photographing device relative to the ground at the current position includes: acquiring the height of the photographing device relative to the bottom of the target object.
- the height of the photographing device relative to the ground includes: the height of the photographing device relative to the bottom of the target object.
- the method further includes: determining the height of the photographing device relative to the bottom of the target object according to the posture information of the photographing device at different distances from the target object and the difference between the different distances.
- the height of the photographing device relative to the bottom of the target object may be determined first.
- the acquiring the height of the photographing device relative to the bottom of the target object includes: determining the height of the photographing device according to the posture information of the photographing device at different distances from the target object and the difference between the different distances. The height of the photographing device relative to the bottom of the target object.
- the shooting device when the shooting device is at position 51, the bottom of the target object is located at the preset position in the shooting window by changing the posture of the shooting device, and the bottom and the bottom of the target object are acquired.
- the top of the target object when the camera is at position 51, the top of the target object can be positioned at the preset position in the shooting window by changing the posture of the camera, and the top of the target object and the position can be obtained.
- the surveying and mapping method for a movable platform provided by the embodiment of the application, different parts of the target object are respectively located in the same preset position in the shooting window by changing the posture of the shooting device, and the different parts of the shooting device on the target object are obtained respectively.
- the posture information when located at the same preset position in the shooting window, and the corresponding size of the target object is determined according to the posture information.
- the target object can be surveyed and mapped based on the movable platform equipped with the shooting device, which is simple and convenient, and has a small amount of calculation; When the size of the target object is large or the distance to the target object is too close, so that the shooting window of the shooting device cannot completely cover the target object, the target object can be surveyed and mapped.
- the posture information of the corresponding part of the target object is acquired through a higher-precision posture sensor, and the target object can be surveyed and mapped more accurately according to the posture information.
- the shooting parameters of the shooting device can be determined to improve the composition and shooting quality.
- FIG. 8 is a schematic flowchart of a surveying and mapping method for a movable platform according to another embodiment of the present application.
- the movable platform can be equipped with a camera.
- the surveying and mapping method can be applied to a movable platform, or can be applied to a camera mounted on the movable platform, or the steps of the surveying method can be performed by the movable platform and the camera mounted on the movable platform together.
- the movable platform includes at least one of an unmanned aerial vehicle, a pan/tilt, an unmanned vehicle, and a mobile terminal.
- the mobile terminal may include at least one of a mobile phone, a tablet computer, a notebook computer, a personal digital assistant, a wearable device, and a remote control.
- the unmanned aerial vehicle can be a rotary wing drone, such as a quadrotor drone, a hexarotor drone, an eight rotor drone, or a fixed wing drone.
- the movable platform includes a mobile phone platform, and the photographing device includes a camera built into the mobile phone. In other embodiments, the movable platform includes a camera platform, and the photographing device includes a camera. In some other embodiments, the movable platform includes a mobile phone, and the photographing device includes a camera built into the mobile phone.
- the surveying and mapping method for a movable platform includes step S210 to step S230.
- the bottom of the target object is located at a preset position in the photographing window, and first posture information of the photographing device is acquired.
- the movable platform includes a pan/tilt
- the camera is mounted on the pan/tilt
- the changing the posture of the camera includes: controlling the movement of the motor of the pan/tilt to adjust the movement of the camera. Describe the posture of the camera.
- S230 Determine a target distance between the movable platform and the target object according to the height of the photographing device relative to the ground at the current position and the first posture information.
- the first posture information includes an angle between a connection line between the bottom of the target object and the imaging device and a horizontal line.
- the method further includes: displaying the boundary of the shooting window and the preset position on the movable platform or the display device of the control end of the movable platform.
- the method further includes: prompting the user to change the posture of the photographing device so that the bottom of the target object is located at the preset position in the photographing window.
- the method further includes: controlling the movable platform to change the posture of the photographing device so that the bottom of the target object is located at the preset position in the photographing window.
- the method further includes: determining that the bottom of the target object is currently located at a preset position in the shooting window according to a user's determination operation.
- the method further includes: selecting the bottom of the target object in the shooting window; controlling the movable platform to change the shooting device according to the bottom of the target object in the shooting window
- the posture of is such that the bottom of the target object is located at a preset position in the shooting window.
- the selecting the bottom of the target object in the shooting window includes: displaying the shooting window on the movable platform or the display device of the control end of the movable platform, and recognizing the The contour line of the target object; according to the user's selection operation of the contour line, the bottom of the target object in the shooting window is determined.
- the obtaining the height of the camera relative to the ground at the current position includes: obtaining the height of the camera relative to the ground at the current position input by the user.
- the acquiring the height of the camera relative to the ground at the current position includes: acquiring the camera device through a height sensor built into the camera or a height sensor built into the body of the movable platform The height relative to the ground at the current position.
- the acquiring the height of the photographing device relative to the ground at the current position includes: acquiring the height of the photographing device relative to the bottom of the target object.
- the acquiring the height of the photographing device relative to the bottom of the target object includes: determining the height of the photographing device according to the posture information of the photographing device at different distances from the target object and the difference between the different distances. The height of the photographing device relative to the bottom of the target object.
- the method further includes: acquiring third posture information of the photographing device when the camera is located at a second preset position in the photographing window on the left side of the target object; acquiring the position of the photographing device Fourth posture information when the right side of the target object is located at the second preset position in the shooting window; the target is determined according to the third posture information, the fourth posture information, and the target distance The width of the object.
- the surveying and mapping method for a movable platform provided by the embodiment of the application, different parts of the target object are respectively located in the same preset position in the shooting window by changing the posture of the shooting device, and the different parts of the shooting device on the target object are obtained respectively.
- the posture information when located at the same preset position in the shooting window, and the corresponding size of the target object is determined according to the posture information.
- the target object can be surveyed and mapped based on the movable platform equipped with the shooting device, which is simple and convenient, and has a small amount of calculation; When the size of the target object is large or the distance to the target object is too close, so that the shooting window of the shooting device cannot completely cover the target object, the target object can be surveyed and mapped.
- FIG. 9 is a schematic block diagram of a movable platform 600 provided in an embodiment of the present application.
- the movable platform 600 can carry an external camera 700.
- the movable platform may have a built-in camera.
- the movable platform includes at least one of an unmanned aerial vehicle, a pan/tilt, an unmanned vehicle, and a mobile terminal.
- the mobile terminal may include at least one of a mobile phone, a tablet computer, a notebook computer, a personal digital assistant, a wearable device, and a remote control.
- the unmanned aerial vehicle can be a rotary wing drone, such as a quadrotor drone, a hexarotor drone, an eight rotor drone, or a fixed wing drone.
- the movable platform includes a mobile phone platform, and the photographing device includes a camera built into the mobile phone. In other embodiments, the movable platform includes a camera platform, and the photographing device includes a camera. In some other embodiments, the movable platform includes a mobile phone, and the photographing device includes a camera built into the mobile phone.
- the movable platform 600 includes a processor 601 and a memory 602.
- the processor 601 and the memory 602 are connected by a bus 603, and the bus 603 is, for example, an I2C (Inter-integrated Circuit) bus.
- I2C Inter-integrated Circuit
- the processor 601 may be a micro-controller unit (MCU), a central processing unit (Central Processing Unit, CPU), a digital signal processor (Digital Signal Processor, DSP), or the like.
- MCU micro-controller unit
- CPU Central Processing Unit
- DSP Digital Signal Processor
- the memory 602 may be a Flash chip, a read-only memory (ROM, Read-Only Memory) disk, an optical disk, a U disk, or a mobile hard disk, or the like.
- the processor 601 is configured to run a computer program stored in the memory 602, and implement the aforementioned surveying and mapping method for a movable platform when the computer program is executed.
- the processor 601 is configured to run a computer program stored in the memory 602, and implement the following steps when the computer program is executed:
- the corresponding size of the target object is determined according to the position information of the current position and the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window.
- the processor 601 is configured to run a computer program stored in the memory 602, and implement the following steps when the computer program is executed:
- the bottom of the target object is located at a preset position in the photographing window, and the first posture information of the photographing device is acquired;
- the target distance between the movable platform and the target object is determined according to the height of the photographing device relative to the ground at the current position and the first posture information.
- An embodiment of the present application also provides a computer-readable storage medium, the computer-readable storage medium stores a computer program, the computer program includes program instructions, and the processor executes the program instructions to implement the above-mentioned embodiments.
- the computer-readable storage medium may be the internal storage unit of the removable platform described in any of the foregoing embodiments, such as the hard disk or memory of the removable platform.
- the computer-readable storage medium may also be an external storage device of the removable platform, such as a plug-in hard disk equipped on the removable platform, a smart memory card (Smart Media Card, SMC), and Secure Digital (Secure Digital). , SD) card, flash card (Flash Card), etc.
- the movable platform and computer-readable storage medium provided by the embodiments of the application can change the posture of the shooting device so that different parts of the target object are respectively located in the same preset position in the shooting window, and obtain the different parts of the shooting device on the target object.
- the posture information when they are respectively located at the same preset position in the shooting window, and the corresponding size of the target object is determined according to the posture information.
- the target object can be surveyed and mapped based on the movable platform equipped with the shooting device, which is simple and convenient, and has a small amount of calculation; and It is also possible to survey and map the target object when the size of the target object is large or the distance to the target object is so close that the shooting window of the shooting device cannot completely cover the target object.
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Abstract
Description
本申请涉及可移动平台技术领域,尤其涉及一种用于可移动平台的测绘方法、可移动平台和存储介质。This application relates to the technical field of movable platforms, and in particular to a surveying and mapping method for a movable platform, a movable platform and a storage medium.
工程用的测绘仪常被应用于工程测绘领域,但是其体积大,测量过程复杂、价格昂贵很难用于民用。在一方案中,可以通过单目图像双目视觉立体成像的原理,获得立体重建之后的三维数据,进而求出视线内物体的测绘信息;该方法计算量比较大,而且针对较远处或者较近的物体测量误差较大,对于无法出现在同一幅图片内的物体高度无法测量。在另一方案中,可以通过深度学习的方式经过U-Net(Convolutional Networks for Biomedical Image Segmentation)自编码网络求出RGB图像每个象素所对应的深度信息进而达到测绘的目的,该方法精度较低,误差较高且计算量很大,目前暂无法应用到实际生活环境中。Engineering surveying and mapping instruments are often used in the field of engineering surveying and mapping, but their size is large, the measurement process is complicated, and the price is expensive. In one solution, the principle of monocular image and binocular vision stereo imaging can be used to obtain the three-dimensional data after stereo reconstruction, and then obtain the surveying and mapping information of objects in the line of sight. The measurement error of close objects is relatively large, and the height of objects that cannot appear in the same picture cannot be measured. In another solution, the depth information corresponding to each pixel of the RGB image can be obtained through the U-Net (Convolutional Networks for Biomedical Image Segmentation) self-encoding network through deep learning to achieve the purpose of surveying and mapping. This method is more accurate It is low, with high error and large amount of calculation, so it cannot be applied to the actual living environment for the time being.
发明内容Summary of the invention
基于此,本申请提供了一种用于可移动平台的测绘方法、可移动平台和存储介质,能够基于搭载拍摄装置的可移动平台对目标物体进行测绘,计算量较小。Based on this, the present application provides a surveying and mapping method for a movable platform, a movable platform, and a storage medium, which can survey and map a target object based on a movable platform equipped with a camera with a small amount of calculation.
第一方面,本申请实施例提供了一种用于可移动平台的测绘方法,所述可移动平台搭载拍摄装置,所述方法包括:In the first aspect, an embodiment of the present application provides a surveying and mapping method for a movable platform, the movable platform is equipped with a photographing device, and the method includes:
在当前位置,通过改变所述拍摄装置的姿态,使目标物体的不同部位分别位于拍摄窗口中相同的预设位置,并获取所述拍摄装置在所述目标物体的不同部位分别位于所述拍摄窗口中相同的预设位置时的姿态信息;At the current position, by changing the posture of the photographing device, different parts of the target object are respectively located in the same preset position in the photographing window, and it is obtained that the photographing device is located in the photographing window at different parts of the target object. The posture information at the same preset position in the
根据所述当前位置的位置信息、以及所述拍摄装置在所述目标物体的不同 部位分别位于所述拍摄窗口中相同的预设位置时的姿态信息,确定所述目标物体的相应尺寸。The corresponding size of the target object is determined according to the position information of the current position and the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window.
第二方面,本申请实施例提供了一种用于可移动平台的测绘方法,所述可移动平台搭载拍摄装置,所述方法包括:In a second aspect, an embodiment of the present application provides a surveying and mapping method for a movable platform, the movable platform is equipped with a photographing device, and the method includes:
获取所述拍摄装置在当前位置时相对地面的高度;Acquiring the height of the photographing device relative to the ground at the current position;
在所述当前位置,通过改变所述拍摄装置的姿态,使目标物体的底部位于拍摄窗口中的预设位置,并获取所述拍摄装置的第一姿态信息;At the current position, by changing the posture of the photographing device, the bottom of the target object is located at a preset position in the photographing window, and the first posture information of the photographing device is acquired;
根据所述拍摄装置在当前位置时相对地面的高度和所述第一姿态信息确定所述可移动平台和所述目标物体之间的目标距离。The target distance between the movable platform and the target object is determined according to the height of the photographing device relative to the ground at the current position and the first posture information.
第三方面,本申请实施例提供了一种可移动平台,所述可移动平台能够搭载拍摄装置;In the third aspect, an embodiment of the present application provides a movable platform, which can carry a photographing device;
所述可移动平台包括存储器和处理器;The movable platform includes a memory and a processor;
所述存储器用于存储计算机程序;The memory is used to store a computer program;
所述处理器,用于执行所述计算机程序并在执行所述计算机程序时,实现如下步骤:The processor is configured to execute the computer program and, when executing the computer program, implement the following steps:
在当前位置,通过改变所述拍摄装置的姿态,使目标物体的不同部位分别位于拍摄窗口中相同的预设位置,并获取所述拍摄装置在所述目标物体的不同部位分别位于所述拍摄窗口中相同的预设位置时的姿态信息;At the current position, by changing the posture of the photographing device, different parts of the target object are respectively located in the same preset position in the photographing window, and it is obtained that the photographing device is located in the photographing window at different parts of the target object. The posture information at the same preset position in the
根据所述当前位置的位置信息、以及所述拍摄装置在所述目标物体的不同部位分别位于所述拍摄窗口中相同的预设位置时的姿态信息,确定所述目标物体的相应尺寸。The corresponding size of the target object is determined according to the position information of the current position and the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window.
第四方面,本申请实施例提供了一种可移动平台,所述可移动平台能够搭载拍摄装置;In a fourth aspect, an embodiment of the present application provides a movable platform that can carry a photographing device;
所述可移动平台包括存储器和处理器;The movable platform includes a memory and a processor;
所述存储器用于存储计算机程序;The memory is used to store a computer program;
所述处理器,用于执行所述计算机程序并在执行所述计算机程序时,实现如下步骤:The processor is configured to execute the computer program and, when executing the computer program, implement the following steps:
获取所述拍摄装置在当前位置时相对地面的高度;Acquiring the height of the photographing device relative to the ground at the current position;
在所述当前位置,通过改变所述拍摄装置的姿态,使目标物体的底部位于拍摄窗口中的预设位置,并获取所述拍摄装置的第一姿态信息;At the current position, by changing the posture of the photographing device, the bottom of the target object is located at a preset position in the photographing window, and the first posture information of the photographing device is acquired;
根据所述拍摄装置在当前位置时相对地面的高度和所述第一姿态信息确定所述可移动平台和所述目标物体之间的目标距离。The target distance between the movable platform and the target object is determined according to the height of the photographing device relative to the ground at the current position and the first posture information.
第五方面,本申请实施例提供了一种计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时使所述处理器实现上述的方法。In a fifth aspect, an embodiment of the present application provides a computer-readable storage medium, the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the processor implements the above-mentioned method.
本申请实施例提供了一种用于可移动平台的测绘方法、可移动平台和存储介质,通过改变拍摄装置的姿态,使目标物体的不同部位分别位于拍摄窗口中相同的预设位置,并获取拍摄装置在目标物体的不同部位分别位于拍摄窗口中相同的预设位置时的姿态信息,以及根据姿态信息确定目标物体的相应尺寸,能够基于搭载拍摄装置的可移动平台对目标物体进行测绘,简单方便,计算量较小;而且在目标物体尺寸较大或距离目标物体较近使得拍摄装置的拍摄窗口无法完整涵盖目标物体时也可以对目标物体进行测绘。The embodiment of the present application provides a surveying and mapping method for a movable platform, a movable platform and a storage medium. By changing the posture of the shooting device, different parts of the target object are respectively located at the same preset position in the shooting window, and obtained The posture information of the shooting device when different parts of the target object are located at the same preset position in the shooting window, and the corresponding size of the target object is determined according to the posture information. The target object can be surveyed and mapped based on the movable platform equipped with the shooting device, simple It is convenient and has a small amount of calculation; and it can also survey and map the target object when the size of the target object is large or the distance to the target object is relatively large, so that the shooting window of the shooting device cannot fully cover the target object.
应当理解的是,以上的一般描述和后文的细节描述仅是示例性和解释性的,并不能限制本申请实施例的公开内容。It should be understood that the above general description and the following detailed description are only exemplary and explanatory, and cannot limit the disclosure of the embodiments of the present application.
为了更清楚地说明本申请实施例的技术方案,下面将对实施例描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图是本申请的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to explain the technical solutions of the embodiments of the present application more clearly, the following will briefly introduce the drawings needed in the description of the embodiments. Obviously, the drawings in the following description are some embodiments of the present application. For those of ordinary skill in the art, without creative work, other drawings can be obtained based on these drawings.
图1是本申请实施例提供的一种用于可移动平台的测绘方法的流程示意图;FIG. 1 is a schematic flowchart of a surveying and mapping method for a movable platform provided by an embodiment of the present application;
图2是一实施方式中可移动平台搭载拍摄装置的结构示意图;2 is a schematic diagram of the structure of a camera mounted on a movable platform in an embodiment;
图3是一实施方式中对目标物体进行测绘的场景示意图;3 is a schematic diagram of a scene of surveying and mapping a target object in an embodiment;
图4是一实施方式中目标物体的底部位于拍摄窗口中第一预设位置的示意图;4 is a schematic diagram of the bottom of the target object located at the first preset position in the shooting window in an embodiment;
图5是一实施方式中目标物体的顶部位于拍摄窗口中第一预设位置的示意图;FIG. 5 is a schematic diagram of the top of the target object located at the first preset position in the shooting window in an embodiment;
图6是一实施方式中确定目标物体宽度的场景示意图;FIG. 6 is a schematic diagram of a scene for determining the width of a target object in an embodiment;
图7是一实施方式中对目标物体进行测绘的场景示意图;FIG. 7 is a schematic diagram of a scene of surveying and mapping a target object in an embodiment;
图8是本申请实施例另一实施例提供的一种用于可移动平台的测绘方法的流程示意图;FIG. 8 is a schematic flowchart of a surveying and mapping method for a movable platform according to another embodiment of the present application;
图9是本申请实施例提供的一种可移动平台的示意性框图。Fig. 9 is a schematic block diagram of a movable platform provided by an embodiment of the present application.
下面将结合本申请实施例中的附图,对本申请实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本申请一部分实施例,而不是全部的实施例。基于本申请中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本申请保护的范围。The technical solutions in the embodiments of the present application will be described clearly and completely in conjunction with the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, rather than all of them. Based on the embodiments in this application, all other embodiments obtained by a person of ordinary skill in the art without creative work shall fall within the protection scope of this application.
附图中所示的流程图仅是示例说明,不是必须包括所有的内容和操作/步骤,也不是必须按所描述的顺序执行。例如,有的操作/步骤还可以分解、组合或部分合并,因此实际执行的顺序有可能根据实际情况改变。The flowchart shown in the drawings is only an example, and does not necessarily include all contents and operations/steps, nor does it have to be executed in the described order. For example, some operations/steps can also be decomposed, combined or partially combined, so the actual execution order may be changed according to actual conditions.
下面结合附图,对本申请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 application will be described in detail with reference to the accompanying drawings. In the case of no conflict, the following embodiments and features in the embodiments can be combined with each other.
请参阅图1,图1是本申请实施例提供的一种用于可移动平台的测绘方法的流程示意图。Please refer to FIG. 1. FIG. 1 is a schematic flowchart of a surveying and mapping method for a movable platform according to an embodiment of the present application.
所述测绘方法可以应用在可移动平台中,或者可以应用于可移动平台搭载的拍摄装置中,或者也可以由可移动平台和可移动平台搭载的拍摄装置共同执行测绘方法的步骤。The surveying and mapping method can be applied to a movable platform, or can be applied to a camera mounted on the movable platform, or the steps of the surveying method can be performed by the movable platform and the camera mounted on the movable platform together.
示例性的,所述可移动平台包括无人飞行器、云台、无人车、移动终端中的至少一种。其中,移动终端可以包括手机、平板电脑、笔记本电脑、个人数字助理、穿戴式设备、遥控器等中的至少一项。Exemplarily, the movable platform includes at least one of an unmanned aerial vehicle, a pan/tilt, an unmanned vehicle, and a mobile terminal. Among them, the mobile terminal may include at least one of a mobile phone, a tablet computer, a notebook computer, a personal digital assistant, a wearable device, and a remote control.
进一步而言,无人飞行器可以为旋翼型无人机,例如四旋翼无人机、六旋翼无人机、八旋翼无人机,也可以是固定翼无人机。Furthermore, the unmanned aerial vehicle can be a rotary wing drone, such as a quadrotor drone, a hexarotor drone, an eight rotor drone, or a fixed wing drone.
在一些实施方式中,所述可移动平台包括手机云台,所述拍摄装置包括内置在手机中的摄像头。在另一些实施方式中,所述可移动平台包括相机云台,所述拍摄装置包括相机。在其他一些实施方式中,所述可移动平台包括手机,所述拍摄装置包括内置在所述手机中的摄像头。In some embodiments, the movable platform includes a mobile phone platform, and the photographing device includes a camera built into the mobile phone. In other embodiments, the movable platform includes a camera platform, and the photographing device includes a camera. In some other embodiments, the movable platform includes a mobile phone, and the photographing device includes a camera built into the mobile phone.
示例性的,可移动平台姿态的变化能够使拍摄装置的姿态改变,从而拍摄 方向改变,例如无人飞行器上升、下降、左转或右转可以使拍摄方向上移、下移、左移或右移;例如云台姿态的变化也可以使拍摄装置的姿态发生变化;例如用户可以移动或转动可移动平台,如手机使拍摄装置的拍摄方向发生变化。Exemplarily, the change of the posture of the movable platform can change the posture of the camera, thereby changing the shooting direction. For example, the unmanned aerial vehicle can move up, down, left, or right to move up, down, left, or right. For example, changes in the attitude of the pan/tilt can also change the attitude of the camera; for example, the user can move or turn a movable platform, such as a mobile phone, to change the shooting direction of the camera.
示例性的,如图2所示,可移动平台包括云台10,云台10能够搭载拍摄装置20,如手机,所述拍摄装置20包括内置在该手机中的摄像头。Exemplarily, as shown in FIG. 2, the movable platform includes a pan-tilt 10, and the pan-tilt 10 can carry a
示例性的,云台10包括控制俯仰运动的俯仰轴(Pitch轴)电机11、控制横滚运动的横滚轴(Roll轴)电机12、控制平移运动的偏航轴(YAW轴)电机13中的至少一种。Exemplarily, the pan/
当云台10处于使用状态时,俯仰轴电机11转动能使得云台10搭载的拍摄装置20相对云台10的手柄作俯仰运动,即拍摄装置20在距离该手柄的顶部的最远端和最近端之间来回往复运动,运动路径为圆形。当云台10处于使用状态时,横滚轴电机12转动能使得云台10搭载的拍摄装置20相对云台10的手柄作横滚运动,即拍摄装置20在距离该手柄的某个固定位置以自身为中心转动。当云台10处于使用状态时,平移轴电机13转动能使得云台10搭载的拍摄装置20在垂直于云台10的手柄的轴线的同一个平面内移动。When the pan/
示例性的,如图3所示,可移动平台包括无人飞行器30,无人飞行器30能够搭载拍摄装置40,如相机,所述拍摄装置40包括内置在该相机中的摄像头。示例性的,拍摄装置40通过云台搭载于无人飞行器30。可以通过调节该云台的姿态使拍摄装置40的拍摄方向发生变化。Exemplarily, as shown in FIG. 3, the movable platform includes an unmanned
如图1所示,本申请实施例的用于可移动平台的测绘方法包括步骤S11至步骤S12。As shown in FIG. 1, the surveying and mapping method for a movable platform according to an embodiment of the present application includes steps S11 to S12.
S11、在当前位置,通过改变所述拍摄装置的姿态,使目标物体的不同部位分别位于拍摄窗口中相同的预设位置,并获取所述拍摄装置在所述目标物体的不同部位分别位于所述拍摄窗口中相同的预设位置时的姿态信息。S11. At the current position, by changing the posture of the photographing device, different parts of the target object are respectively located at the same preset position in the photographing window, and acquiring that the photographing device is located at the different parts of the target object respectively. The posture information of the same preset position in the shooting window.
在一些实施方式中,所述目标物体的部位包括如下至少一种:底部、顶部、左侧、右侧。可以理解的,目标物体的部位也可以包括中部、折角部、突出部、凹陷部等。In some embodiments, the location of the target object includes at least one of the following: bottom, top, left, and right. It is understandable that the part of the target object may also include a middle part, a cornered part, a protruding part, a recessed part, and the like.
如图3所示,目标物体包括树木,可以通过改变所述拍摄装置的姿态,使目标物体的底部、顶部分别位于拍摄窗口中相同的预设位置。例如,通过改变所述拍摄装置的姿态,使目标物体的底部位于拍摄窗口中相同的预设位置,以 及通过改变所述拍摄装置的姿态,使目标物体的顶部位于拍摄窗口中相同的预设位置。As shown in FIG. 3, the target object includes trees, and the posture of the shooting device can be changed so that the bottom and the top of the target object are respectively located in the same preset position in the shooting window. For example, by changing the posture of the photographing device, the bottom of the target object is located at the same preset position in the photographing window, and by changing the posture of the photographing device, the top of the target object is located at the same preset position in the photographing window .
示例性的,所述可移动平台包括云台,所述拍摄装置搭载于所述云台,可以通过控制所述云台的电机动作,以调整所述拍摄装置的姿态。Exemplarily, the movable platform includes a pan-tilt, the camera is mounted on the pan-tilt, and the posture of the camera can be adjusted by controlling the action of the motor of the pan-tilt.
例如,可以控制可移动平台的俯仰轴电机、横滚轴电机、偏航轴电机中的至少一种转动,以调整所述拍摄装置的姿态。For example, the rotation of at least one of the pitch axis motor, the roll axis motor, and the yaw axis motor of the movable platform can be controlled to adjust the attitude of the camera.
示例性的,可以由用户改变所述拍摄装置的姿态,例如用户手持手机等移动终端,通过移动、转动移动终端来改变所述拍摄装置的姿态,或者用户直接操作云台,改变云台的姿态以调整所述拍摄装置的姿态。Exemplarily, the posture of the camera may be changed by the user, for example, the user holds a mobile terminal such as a mobile phone, and changes the posture of the camera by moving or rotating the mobile terminal, or the user directly manipulates the pan-tilt to change the pose of the pan-tilt To adjust the posture of the camera.
在一些实施方式中,所述姿态信息包括如下至少一种:俯仰角、偏航角。示例性的,所述姿态信息通过所述拍摄装置内置的姿态传感器和/或所述可移动平台内置的姿态传感器获取。In some embodiments, the attitude information includes at least one of the following: a pitch angle and a yaw angle. Exemplarily, the posture information is acquired by a posture sensor built in the photographing device and/or a posture sensor built in the movable platform.
示例性的,所述姿态传感器可以包括陀螺仪、电子罗盘、加速度传感器、方向传感器、惯性测量单元(IMU)等中的至少一种。其中,惯性测量单元是测量物体三轴姿态角及加速度的装置,惯性测量单元可以包括三轴陀螺仪及三轴加速度计,还可以包括三轴磁力计。Exemplarily, the attitude sensor may include at least one of a gyroscope, an electronic compass, an acceleration sensor, a direction sensor, an inertial measurement unit (IMU), and the like. Among them, the inertial measurement unit is a device for measuring the three-axis attitude angle and acceleration of an object. The inertial measurement unit may include a three-axis gyroscope and a three-axis accelerometer, and may also include a three-axis magnetometer.
示例性的,所述获取所述拍摄装置在所述目标物体的不同部位分别位于所述拍摄窗口中相同的预设位置时的姿态信息,包括:当所述目标物体的底部位于所述拍摄窗口中的第一预设位置时,获取所述拍摄装置的第一姿态信息。Exemplarily, the acquiring the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window includes: when the bottom of the target object is located in the photographing window Acquiring the first posture information of the photographing device at the first preset position in.
示例性的,所述获取所述拍摄装置在所述目标物体的不同部位分别位于所述拍摄窗口中相同的预设位置时的姿态信息,包括:当所述目标物体的顶部位于所述拍摄窗口中的第二预设位置时,获取所述拍摄装置的第二姿态信息。Exemplarily, the acquiring the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window includes: when the top of the target object is located in the photographing window Acquiring the second posture information of the photographing device at the second preset position in.
可以理解的,所述拍摄窗口可以表示所述拍摄装置的取景范围,当拍摄装置拍摄的图像未进行裁剪时,该图像的边缘可以作为所述拍摄窗口的边缘。如图4和图5,其中的方框可以表示所述拍摄窗口,或者方框内的内容可以表示所述可移动平台的显示装置或者所述可移动平台的控制端的显示装置的显示界面,显示装置显示拍摄装置拍摄的未进行裁剪的图像。预设位置可以为拍摄窗口或显示界面中的任一位置,例如可以为拍摄窗口或显示界面的中心,当然也可以位于拍摄窗口或显示界面的中上部、中下部等。It is understandable that the photographing window may represent the viewing range of the photographing device, and when the image photographed by the photographing device is not cropped, the edge of the image may be used as the edge of the photographing window. As shown in Figures 4 and 5, the box can represent the shooting window, or the content in the box can represent the display interface of the display device of the movable platform or the display device of the control end of the movable platform, displaying The device displays the image taken by the camera without cropping. The preset position can be any position in the shooting window or the display interface, for example, it can be the center of the shooting window or the display interface, and of course it can also be located in the upper middle, lower middle, etc. of the shooting window or the display interface.
请参阅图3和图4,当所述目标物体的底部位于所述拍摄窗口中的第一预 设位置Q1时,获取所述拍摄装置的第一姿态信息。示例性的,所述第一姿态信息包括所述目标物体的底部与所述拍摄装置的连线与水平线之间的夹角β。Referring to Figures 3 and 4, when the bottom of the target object is located at the first preset position Q1 in the shooting window, the first posture information of the shooting device is acquired. Exemplarily, the first posture information includes an angle β between a connection line between the bottom of the target object and the photographing device and a horizontal line.
请参阅图3和图5,当所述目标物体的顶部位于所述拍摄窗口中的第二预设位置Q2时,获取所述拍摄装置的第二姿态信息。示例性的,所述第二姿态信息包括所述目标物体的顶部与所述拍摄装置的连线与水平线之间的夹角α。Referring to FIGS. 3 and 5, when the top of the target object is located at the second preset position Q2 in the shooting window, the second posture information of the shooting device is acquired. Exemplarily, the second posture information includes an angle α between a line between the top of the target object and the camera and a horizontal line.
示例性的,所述拍摄装置内置的姿态传感器和/或所述可移动平台内置的姿态传感器标定有水平线方向。随着拍摄装置的姿态的变化,例如云台的俯仰轴电机转动能使得云台搭载的拍摄装置相对云台的手柄作俯仰运动,姿态传感器输出相应的俯仰角信息。在调整拍摄装置的姿态使目标物体的底部位于所述拍摄窗口中的第一预设位置时,可以根据姿态传感器输出的俯仰角信息确定所述夹角β;在调整拍摄装置的姿态使目标物体的顶部位于所述拍摄窗口中的第一预设位置时,可以根据姿态传感器输出的俯仰角信息确定所述夹角α。Exemplarily, the posture sensor built in the photographing device and/or the posture sensor built in the movable platform is calibrated with a horizontal direction. With the change of the posture of the camera, for example, the rotation of the pitch axis motor of the gimbal can make the camera mounted on the gimbal make a pitch movement relative to the handle of the gimbal, and the posture sensor outputs corresponding pitch angle information. When the posture of the shooting device is adjusted so that the bottom of the target object is located at the first preset position in the shooting window, the included angle β can be determined according to the pitch angle information output by the posture sensor; When the top of is located at the first preset position in the shooting window, the included angle α may be determined according to the pitch angle information output by the attitude sensor.
示例性的,所述第一预设位置与所述第二预设位置重合或间隔设置。例如,用于确定所述目标距离的第一预设位置与所述第二预设位置在显示装置的显示界面中的位置相同。当所述第一预设位置与所述第二预设位置间隔设置时,可以根据所述第一预设位置与所述第二预设位置之间间隔的距离,将所述第一姿态信息和所述第二姿态信息处理为对应于拍摄窗口中相同的预设位置的姿态信息。Exemplarily, the first preset position and the second preset position overlap or are arranged at intervals. For example, the first preset position used to determine the target distance is the same as the second preset position in the display interface of the display device. When the first preset position and the second preset position are spaced apart, the first posture information may be calculated according to the distance between the first preset position and the second preset position And the second posture information is processed into posture information corresponding to the same preset position in the shooting window.
S12、根据所述当前位置的位置信息、以及所述拍摄装置在所述目标物体的不同部位分别位于所述拍摄窗口中相同的预设位置时的姿态信息,确定所述目标物体的相应尺寸。S12: Determine the corresponding size of the target object according to the position information of the current position and the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window.
在一些实施方式中,所述目标物体的相应尺寸如下至少一种:目标物体的高度,或者目标物体的宽度。当然也可以确定目标物体上不同部位之间的距离等。In some embodiments, the corresponding size of the target object is at least one of the following: the height of the target object, or the width of the target object. Of course, the distance between different parts on the target object can also be determined.
在一些实施方式中,所述当前位置的位置信息包括如下至少一种:所述拍摄装置相对于地面的高度、所述拍摄装置相对于所述目标物体的目标距离。In some embodiments, the position information of the current position includes at least one of the following: the height of the photographing device relative to the ground, and the target distance of the photographing device relative to the target object.
如图3所示,所述拍摄装置在当前位置时相对地面的高度可以表示为h,所述拍摄装置相对于所述目标物体的目标距离可以表示为l。As shown in FIG. 3, the height of the photographing device relative to the ground at the current position may be expressed as h, and the target distance of the photographing device relative to the target object may be expressed as 1.
在一些实施方式中,所述获取所述拍摄装置在当前位置时相对地面的高度,包括:获取用户输入的所述拍摄装置相对于地面的高度。可以理解的,所述拍 摄装置相对于地面的高度可以是通过用户输入的。In some implementations, the acquiring the height of the photographing device relative to the ground at the current position includes: acquiring the height of the photographing device relative to the ground input by the user. It is understandable that the height of the photographing device relative to the ground may be input by the user.
示例性的,可移动平台,例如无人飞行器与一控制端通信连接,用户可以在控制端输入可移动平台所在位置的高度。或者用户手持可移动平台,如手机或手持搭载手机的手机云台,则可以在手机上输入拍摄装置相对地面的高度。示例性的,用户可以输入用户的身高,从而可以根据身高和可移动平台本身的高度确定拍摄装置相对地面的高度。Exemplarily, a movable platform, such as an unmanned aerial vehicle, is in communication connection with a control terminal, and the user can input the height of the position where the movable platform is located on the control terminal. Or the user holds a mobile platform, such as a mobile phone or a mobile phone platform equipped with a mobile phone, and can input the height of the camera relative to the ground on the mobile phone. Exemplarily, the user can input the height of the user, so that the height of the camera relative to the ground can be determined according to the height and the height of the movable platform itself.
在另一些实施方式中,所述拍摄装置相对于地面的高度通过所述拍摄装置内置的高度传感器或者所述可移动平台的机体内置的高度传感器获取。In some other implementation manners, the height of the photographing device relative to the ground is acquired by a height sensor built into the photographing device or a height sensor built into the body of the movable platform.
示例性的,所述高度传感器包括光学传感器(例如相机、双目相机等)、超声传感器、气压计、雷达系统(例如毫米波雷达)、激光系统等中的至少一种。通过高度传感器可以更准确的确定拍摄装置相对地面的高度。Exemplarily, the height sensor includes at least one of an optical sensor (such as a camera, a binocular camera, etc.), an ultrasonic sensor, a barometer, a radar system (such as a millimeter wave radar), a laser system, and the like. The height sensor can more accurately determine the height of the camera relative to the ground.
在一些实施方式中,所述目标距离通过所述拍摄装置内置的距离传感器和/或所述可移动平台内置的距离传感器获取。In some embodiments, the target distance is acquired by a distance sensor built into the camera and/or a distance sensor built into the movable platform.
示例性的,所述距离传感器包括光学传感器(例如相机、双目相机等)、超声传感器、雷达系统(例如毫米波雷达)、激光系统等中的至少一种。通过距离传感器可以更准确的确定拍摄装置相对于所述目标物体的目标距离。Exemplarily, the distance sensor includes at least one of an optical sensor (such as a camera, a binocular camera, etc.), an ultrasonic sensor, a radar system (such as a millimeter wave radar), a laser system, and the like. The distance sensor can more accurately determine the target distance of the shooting device relative to the target object.
在另一些实施方式中,所述拍摄装置相对于所述目标物体的目标距离可以通过所述拍摄装置相对于地面的高度以及所述姿态信息计算得到。In other embodiments, the target distance of the photographing device relative to the target object may be calculated from the height of the photographing device relative to the ground and the posture information.
示例性的,所述方法还包括:根据所述拍摄装置相对于地面的高度以及所述第一姿态信息,确定所述拍摄装置和所述目标物体之间的目标距离。Exemplarily, the method further includes: determining a target distance between the photographing device and the target object according to the height of the photographing device relative to the ground and the first posture information.
请参阅图3,可以根据所述拍摄装置在当前位置时相对地面的高度h,以及当所述目标物体的底部位于所述拍摄窗口中的第一预设位置Q1时所述目标物体的底部与所述拍摄装置的连线与水平线之间的夹角β,确定所述拍摄装置和所述目标物体之间的目标距离l=h÷tanβ。Referring to FIG. 3, the height h relative to the ground at the current position of the shooting device can be determined according to the height h of the target object and when the bottom of the target object is located at the first preset position Q1 in the shooting window. The angle β between the connecting line of the photographing device and the horizontal line determines the target distance l=h÷tanβ between the photographing device and the target object.
在一些实施方式中,所述根据所述当前位置的位置信息、以及所述拍摄装置在所述目标物体的不同部位分别位于所述拍摄窗口中相同的预设位置时的姿态信息,确定所述目标物体的相应尺寸,包括:根据所述拍摄装置相对于地面的高度、所述拍摄装置相对于所述目标物体的目标距离,以及所述第二姿态信息,确定所述目标物体的高度。In some implementation manners, the determining the position information of the current position and the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window The corresponding size of the target object includes: determining the height of the target object according to the height of the photographing device relative to the ground, the target distance of the photographing device relative to the target object, and the second posture information.
请参阅图3,可以根据所述拍摄装置在当前位置时相对地面的高度h、所述 目标距离l,以及当所述目标物体的顶部位于所述拍摄窗口中的第二预设位置Q2时,所述目标物体的顶部与所述拍摄装置的连线与水平线之间的夹角α,确定所述目标物体的高度H=l×tanα+h。Referring to FIG. 3, it can be based on the height h of the camera relative to the ground at the current position, the target distance l, and when the top of the target object is located at the second preset position Q2 in the shooting window, The angle α between the connecting line between the top of the target object and the photographing device and the horizontal line determines the height of the target object H=1×tanα+h.
在一些实施方式中,所述用于可移动平台的测绘方法包括:获取所述拍摄装置在当前位置时相对地面的高度;在所述当前位置,通过改变所述拍摄装置的姿态,使目标物体的不同部位分别位于拍摄窗口中相同的预设位置,并获取所述拍摄装置在所述目标物体的不同部位分别位于所述拍摄窗口中相同的预设位置时的姿态信息;根据所述拍摄装置相对于地面的高度以及所述拍摄装置在所述目标物体的不同部位分别位于所述拍摄窗口中相同的预设位置时的姿态信息,确定所述目标物体的相应尺寸。In some implementations, the surveying and mapping method for a movable platform includes: acquiring the height of the photographing device relative to the ground at the current position; at the current position, changing the posture of the photographing device to make the target object The different parts of the camera are respectively located at the same preset position in the shooting window, and the posture information of the shooting device when the different parts of the target object are respectively at the same preset position in the shooting window is acquired; according to the shooting device The height relative to the ground and the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window, determine the corresponding size of the target object.
示例性的,可以根据所述拍摄装置相对于地面的高度、所述第一姿态信息,以及所述第二姿态信息,确定所述目标物体的高度。Exemplarily, the height of the target object may be determined according to the height of the photographing device relative to the ground, the first posture information, and the second posture information.
示例性的,可以根据所述拍摄装置相对于地面的高度和所述第一姿态信息,确定所述拍摄装置和所述目标物体之间的目标距离;以及根据所述拍摄装置相对于地面的高度、所述目标距离和所述第二姿态信息确定所述目标物体的高度。Exemplarily, the target distance between the photographing device and the target object may be determined according to the height of the photographing device relative to the ground and the first posture information; and according to the height of the photographing device relative to the ground , The target distance and the second posture information determine the height of the target object.
在一些实施方式中,所述获取所述拍摄装置在所述目标物体的不同部位分别位于所述拍摄窗口中相同的预设位置时的姿态信息,还包括:获取所述拍摄装置在所述目标物体的左侧位于所述拍摄窗口中的第二预设位置时的第三姿态信息;获取所述拍摄装置在所述目标物体的右侧位于所述拍摄窗口中的第二预设位置时的第四姿态信息。In some embodiments, the acquiring the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window further includes: acquiring the photographing device at the target The third posture information when the left side of the object is located at the second preset position in the shooting window; acquiring the information of the shooting device when the right side of the target object is at the second preset position in the shooting window Fourth posture information.
请参阅图6,当所述目标物体的左侧位于所述拍摄窗口中的第二预设位置时,获取所述拍摄装置的第三姿态信息。示例性的,所述第三姿态信息包括所述目标物体的左侧与所述拍摄装置的连线与所述拍摄装置的拍摄方向之间的夹角γ。可以理解的,所述拍摄方向垂直于目标物体与所述拍摄装置相对的一面。所述夹角γ可以根据拍摄装置的偏航角确定。Referring to FIG. 6, when the left side of the target object is located at the second preset position in the shooting window, the third posture information of the shooting device is acquired. Exemplarily, the third posture information includes an angle γ between a connection line between the left side of the target object and the photographing device and the photographing direction of the photographing device. It is understandable that the shooting direction is perpendicular to the side of the target object opposite to the shooting device. The included angle γ may be determined according to the yaw angle of the photographing device.
请参阅图6,当所述目标物体的右侧位于所述拍摄窗口中的第二预设位置时,获取所述拍摄装置的第四姿态信息。示例性的,所述第四姿态信息包括所述目标物体的右侧与所述拍摄装置的连线与所述拍摄装置的拍摄方向之间的夹角θ。所述夹角θ可以根据拍摄装置的偏航角确定。Referring to FIG. 6, when the right side of the target object is located at the second preset position in the shooting window, the fourth posture information of the shooting device is acquired. Exemplarily, the fourth posture information includes an angle θ between a connection line between the right side of the target object and the photographing device and the photographing direction of the photographing device. The included angle θ may be determined according to the yaw angle of the camera.
示例性的,可以根据所述第三姿态信息和所述第四姿态信息,以及所述拍 摄装置相对于所述目标物体的目标距离确定所述目标物体的宽度。Exemplarily, the width of the target object may be determined according to the third posture information and the fourth posture information, and the target distance of the photographing device relative to the target object.
如图6所示,可以根据所述目标距离l和所述夹角γ确定s1=l×tanγ,根据所述目标距离l和所述夹角θ确定s2=l×tanθ,以及确定目标物体与所述拍摄装置相对的一面的宽度为s1+s2。As shown in Fig. 6, s1=1×tanγ may be determined according to the target distance l and the included angle γ, s2=l×tanθ may be determined according to the target distance l and the included angle θ, and the target object and the included angle θ may be determined The width of the opposite side of the photographing device is s1+s2.
在一些实施方式中,所述方法还包括:根据所述目标物体的高度和所述目标物体的宽度确定所述目标物体与所述拍摄装置相对的一面的面积。In some embodiments, the method further includes: determining the area of the side of the target object opposite to the photographing device according to the height of the target object and the width of the target object.
示例性的,所述目标物体与所述拍摄装置相对的一面的面积可以根据所述目标物体的高度和所述目标物体的宽度之乘积确定。Exemplarily, the area of the side of the target object opposite to the imaging device may be determined according to the product of the height of the target object and the width of the target object.
在一些实施方式中,所述方法还包括:根据所述目标物体的高度和所述目标物体的宽确定所述拍摄装置拍摄的图像的宽高比和/或变焦倍数。In some embodiments, the method further includes: determining the aspect ratio and/or zoom factor of the image captured by the photographing device according to the height of the target object and the width of the target object.
示例性的,可以根据所述目标物体的宽度和所述目标物体的高度的比值确定拍摄装置拍摄的图像的宽高比,以使得拍摄的图像可以更好的表现目标物体,例如可以拍摄完整的目标物体,而去除和目标物体较远的不相关景物。Exemplarily, the aspect ratio of the image taken by the photographing device may be determined according to the ratio of the width of the target object to the height of the target object, so that the photographed image can better represent the target object, for example, a complete picture can be taken. The target object is removed, and irrelevant scenes far away from the target object are removed.
示例性的,可以所述目标物体的宽度和/或所述目标物体的高度确定拍摄装置的变焦倍数,例如当目标物体的宽度很宽或者高度很高时,降低变焦倍数,以拍摄完整的目标物体。Exemplarily, the zoom factor of the shooting device may be determined by the width of the target object and/or the height of the target object. For example, when the width of the target object is very wide or the height is very high, the zoom factor is reduced to photograph the complete target. object.
在一些实施方式中,所述方法还包括:在所述可移动平台或者所述可移动平台的控制端的显示装置显示所述拍摄窗口的边界以及所述预设位置。In some embodiments, the method further includes: displaying the boundary of the shooting window and the preset position on the movable platform or the display device of the control end of the movable platform.
示例性的,如图4和图5,其中的方框可以表示所述拍摄窗口的边界,图4中还显示拍摄窗口中的第一预设位置Q1,与5中显示拍摄窗口中的第二预设位置Q2。可以理解的,可以通过在所述预设位置显示预设标记,如“十字”指示线表示所述预设位置。Exemplarily, as shown in Figures 4 and 5, the box may represent the boundary of the shooting window. Figure 4 also shows the first preset position Q1 in the shooting window, and 5 shows the second position in the shooting window. The preset position is Q2. It is understandable that a preset mark may be displayed at the preset position, such as a “cross” indicator line, to indicate the preset position.
示例性的,拍摄窗口内可以显示拍摄装置拟拍摄的图像,从而可以根据所述预设位置和所述拍摄窗口中目标物体相应部位之间的位置关系,调节拍摄装置的姿态以使目标物体的相应部位位于所述拍摄窗口中的所述预设位置。Exemplarily, the image to be photographed by the photographing device may be displayed in the photographing window, so that the posture of the photographing device can be adjusted according to the positional relationship between the preset position and the corresponding part of the target object in the photographing window to make the target object The corresponding part is located at the preset position in the shooting window.
示例性的,所述方法还包括:提示用户改变所述拍摄装置的姿态使得所述目标物体的相应部位位于所述拍摄窗口中的预设位置。例如,通过显示文字和/或图形提示的方式或者通过语音的方式提示用户。Exemplarily, the method further includes: prompting the user to change the posture of the photographing device so that the corresponding part of the target object is located at a preset position in the photographing window. For example, the user is prompted by displaying text and/or graphic prompts or by voice.
例如,可以由用户改变所述拍摄装置的姿态,例如用户手持手机等移动终端,通过移动、转动移动终端来改变所述拍摄装置的姿态,或者用户直接将力 作用于云台,改变云台的姿态以调整所述拍摄装置的姿态。For example, the posture of the camera can be changed by the user. For example, the user holds a mobile terminal such as a mobile phone to change the posture of the camera by moving or rotating the mobile terminal, or the user directly applies force to the pan-tilt to change the pan-tilt. Posture to adjust the posture of the camera.
示例性的,所述方法还包括:控制所述可移动平台改变所述拍摄装置的姿态使得所述目标物体的相应部位位于所述拍摄窗口中的预设位置。Exemplarily, the method further includes: controlling the movable platform to change the posture of the photographing device so that the corresponding part of the target object is located at a preset position in the photographing window.
例如,可移动平台可以自动或者根据用户的控制操作改变所述拍摄装置的姿态,当目标物体的相应部位位于所述拍摄窗口中的预设位置时自动或者根据用户的控制操作停止改变所述拍摄装置的姿态。For example, the movable platform can change the posture of the shooting device automatically or according to the user's control operation, and stop changing the shooting when the corresponding part of the target object is located in the preset position in the shooting window. The attitude of the device.
示例性的,所述方法还包括:根据用户的确定操作,确定当前所述目标物体的相应部位位于所述拍摄窗口中的预设位置。Exemplarily, the method further includes: according to a user's determination operation, determining that the corresponding part of the target object is currently located at a preset position in the shooting window.
例如,当用户判断目标物体的相应部位位于所述拍摄窗口中的预设位置时按下确定操作对应的按键,可以根据用户的确定操作停止改变所述拍摄装置的姿态,以及获取所述拍摄装置当前的姿态信息。For example, when the user judges that the corresponding part of the target object is located at the preset position in the shooting window, presses the key corresponding to the confirm operation, the posture of the photographing device can be stopped according to the user's confirming operation, and the photographing device can be obtained. Current posture information.
在另一些实施方式中,所述方法还包括:在所述拍摄窗口中选择所述目标物体的相应部位;根据选择的部位控制所述可移动平台改变所述拍摄装置的姿态使得所述目标物体的相应部位位于所述拍摄窗口中的预设位置。In some other implementation manners, the method further includes: selecting a corresponding part of the target object in the shooting window; controlling the movable platform to change the posture of the shooting device according to the selected part so that the target object The corresponding part of is located at a preset position in the shooting window.
示例性的,可以基于图像识别算法确定拍摄的图像中的相应部位,例如目标物体的顶部、底部等,例如基于经过训练的神经网络模型识别图像中的相应部位。从而可以根据所述部位和拍摄窗口中的预设位置之间的位置关系,调节拍摄装置的姿态以使目标物体的相应部位位于所述拍摄窗口中的所述预设位置。可以实现目标物体的相应部位和拍摄窗口中预设位置的自动对准,因而可以更便捷地进行测绘。Exemplarily, the corresponding parts in the captured image, such as the top and bottom of the target object, may be determined based on an image recognition algorithm, for example, the corresponding parts in the image may be recognized based on a trained neural network model. Therefore, according to the positional relationship between the part and the preset position in the shooting window, the posture of the shooting device can be adjusted so that the corresponding part of the target object is located at the preset position in the shooting window. The automatic alignment of the corresponding part of the target object and the preset position in the shooting window can be realized, so that the surveying and mapping can be carried out more conveniently.
示例性的,所述拍摄窗口中选择所述目标物体的相应部位,包括:在所述可移动平台或者所述可移动平台的控制端的显示装置显示所述拍摄窗口,并识别出所述目标物体的轮廓线;根据用户对所述轮廓线的选取操作,确定所述拍摄窗口中所述目标物体的相应部位。Exemplarily, selecting the corresponding part of the target object in the shooting window includes: displaying the shooting window on the movable platform or the display device of the control terminal of the movable platform, and identifying the target object The contour line; according to the user's selection operation of the contour line, determine the corresponding part of the target object in the shooting window.
示例性的,可以基于图像识别算法确定所述拍摄窗口中目标物体的轮廓线,例如基于经过训练的神经网络模型识别拍摄窗口中目标物体的轮廓线。然后将目标物体的轮廓线在所述可移动平台或者所述可移动平台的控制端的显示装置显示,以便用户从中选取所述目标物体的相应部位,如目标物体的顶部、底部等。Exemplarily, the contour line of the target object in the shooting window may be determined based on an image recognition algorithm, for example, the contour line of the target object in the shooting window may be recognized based on a trained neural network model. Then, the contour line of the target object is displayed on the movable platform or the display device of the control terminal of the movable platform, so that the user can select corresponding parts of the target object, such as the top and bottom of the target object.
在一些实施方式中,所述获取所述拍摄装置在当前位置时相对地面的高度, 包括:获取所述拍摄装置相对所述目标物体的底部的高度。示例性的,所述拍摄装置相对于地面的高度,包括:所述拍摄装置相对所述目标物体的底部的高度。In some embodiments, the acquiring the height of the photographing device relative to the ground at the current position includes: acquiring the height of the photographing device relative to the bottom of the target object. Exemplarily, the height of the photographing device relative to the ground includes: the height of the photographing device relative to the bottom of the target object.
示例性的,所述方法还包括:根据所述拍摄装置在离所述目标物体不同距离时的姿态信息,以及所述不同距离之差确定所述拍摄装置相对所述目标物体的底部的高度。Exemplarily, the method further includes: determining the height of the photographing device relative to the bottom of the target object according to the posture information of the photographing device at different distances from the target object and the difference between the different distances.
示例性的,当用户下方的地面和目标物体下方的地面具有高度差,且该高度差未知时,可以先确定所述拍摄装置相对所述目标物体的底部的高度。Exemplarily, when there is a height difference between the ground below the user and the ground below the target object, and the height difference is unknown, the height of the photographing device relative to the bottom of the target object may be determined first.
示例性的,所述获取所述拍摄装置相对所述目标物体的底部的高度,包括:根据所述拍摄装置在离所述目标物体不同距离时的姿态信息,以及所述不同距离之差确定所述拍摄装置相对所述目标物体的底部的高度。Exemplarily, the acquiring the height of the photographing device relative to the bottom of the target object includes: determining the height of the photographing device according to the posture information of the photographing device at different distances from the target object and the difference between the different distances. The height of the photographing device relative to the bottom of the target object.
示例性的,如图7所示,当拍摄装置位于位置51时,通过改变所述拍摄装置的姿态,使目标物体的底部位于拍摄窗口中的预设位置,并获取所述目标物体的底部与所述拍摄装置的连线与水平线之间的夹角β1;当拍摄装置位于位置52时,通过改变所述拍摄装置的姿态,使目标物体的底部位于拍摄窗口中的预设位置,并获取所述目标物体的底部与所述拍摄装置的连线与水平线之间的夹角β2。其中,位置51和位置52处于同一水平线上,位置51和位置52之间的距离可以表示为s,则可以根据h1÷tanβ1-s=h1÷tanβ2确定所述拍摄装置相对所述目标物体的底部的高度h1。Exemplarily, as shown in FIG. 7, when the shooting device is at
如图7所示,还可以在当拍摄装置位于位置51时,通过改变所述拍摄装置的姿态,使目标物体的顶部位于拍摄窗口中的预设位置,并获取所述目标物体的顶部与所述拍摄装置的连线与水平线之间的夹角α1,从而可以确定所述目标物体的高度H1=h1÷tanβ1×tanα1+h1。As shown in Figure 7, when the camera is at
本申请实施例提供的用于可移动平台的测绘方法,通过改变拍摄装置的姿态,使目标物体的不同部位分别位于拍摄窗口中相同的预设位置,并获取拍摄装置在目标物体的不同部位分别位于拍摄窗口中相同的预设位置时的姿态信息,以及根据姿态信息确定目标物体的相应尺寸,能够基于搭载拍摄装置的可移动平台对目标物体进行测绘,简单方便,计算量较小;而且在目标物体尺寸较大或距离目标物体较近使得拍摄装置的拍摄窗口无法完整涵盖目标物体时也可以对目标物体进行测绘。In the surveying and mapping method for a movable platform provided by the embodiment of the application, different parts of the target object are respectively located in the same preset position in the shooting window by changing the posture of the shooting device, and the different parts of the shooting device on the target object are obtained respectively. The posture information when located at the same preset position in the shooting window, and the corresponding size of the target object is determined according to the posture information. The target object can be surveyed and mapped based on the movable platform equipped with the shooting device, which is simple and convenient, and has a small amount of calculation; When the size of the target object is large or the distance to the target object is too close, so that the shooting window of the shooting device cannot completely cover the target object, the target object can be surveyed and mapped.
通过较高精度的姿态传感器获取拍摄目标物体相应部位时的姿态信息,根据该姿态信息可以更精确的对目标物体进行测绘。The posture information of the corresponding part of the target object is acquired through a higher-precision posture sensor, and the target object can be surveyed and mapped more accurately according to the posture information.
通过确定目标物体的长度、宽度等尺寸,可以确定拍摄装置的拍摄参数,以改善构图和拍摄质量。By determining the length and width of the target object, the shooting parameters of the shooting device can be determined to improve the composition and shooting quality.
请结合本申请前述实施例参阅图8,图8是本申请另一实施例提供的一种用于可移动平台的测绘方法的流程示意图。Please refer to FIG. 8 in conjunction with the foregoing embodiment of the present application. FIG. 8 is a schematic flowchart of a surveying and mapping method for a movable platform according to another embodiment of the present application.
所述可移动平台能够搭载拍摄装置。The movable platform can be equipped with a camera.
所述测绘方法可以应用在可移动平台中,或者可以应用于可移动平台搭载的拍摄装置中,或者也可以由可移动平台和可移动平台搭载的拍摄装置共同执行测绘方法的步骤。The surveying and mapping method can be applied to a movable platform, or can be applied to a camera mounted on the movable platform, or the steps of the surveying method can be performed by the movable platform and the camera mounted on the movable platform together.
示例性的,所述可移动平台包括无人飞行器、云台、无人车、移动终端中的至少一种。其中,移动终端可以包括手机、平板电脑、笔记本电脑、个人数字助理、穿戴式设备、遥控器等中的至少一项。Exemplarily, the movable platform includes at least one of an unmanned aerial vehicle, a pan/tilt, an unmanned vehicle, and a mobile terminal. Among them, the mobile terminal may include at least one of a mobile phone, a tablet computer, a notebook computer, a personal digital assistant, a wearable device, and a remote control.
进一步而言,无人飞行器可以为旋翼型无人机,例如四旋翼无人机、六旋翼无人机、八旋翼无人机,也可以是固定翼无人机。Furthermore, the unmanned aerial vehicle can be a rotary wing drone, such as a quadrotor drone, a hexarotor drone, an eight rotor drone, or a fixed wing drone.
在一些实施方式中,所述可移动平台包括手机云台,所述拍摄装置包括内置在手机中的摄像头。在另一些实施方式中,所述可移动平台包括相机云台,所述拍摄装置包括相机。在其他一些实施方式中,所述可移动平台包括手机,所述拍摄装置包括内置在所述手机中的摄像头。In some embodiments, the movable platform includes a mobile phone platform, and the photographing device includes a camera built into the mobile phone. In other embodiments, the movable platform includes a camera platform, and the photographing device includes a camera. In some other embodiments, the movable platform includes a mobile phone, and the photographing device includes a camera built into the mobile phone.
如图8所示,本申请实施例的用于可移动平台的测绘方法包括步骤S210至步骤S230。As shown in FIG. 8, the surveying and mapping method for a movable platform according to an embodiment of the present application includes step S210 to step S230.
S210、获取所述拍摄装置在当前位置时相对地面的高度。S210. Obtain the height of the photographing device relative to the ground at the current position.
S220、在所述当前位置,通过改变所述拍摄装置的姿态,使目标物体的底部位于拍摄窗口中的预设位置,并获取所述拍摄装置的第一姿态信息。S220. At the current position, by changing the posture of the photographing device, the bottom of the target object is located at a preset position in the photographing window, and first posture information of the photographing device is acquired.
在一些实施方式中,所述可移动平台包括云台,所述拍摄装置搭载于所述云台;所述改变所述拍摄装置的姿态,包括:控制所述云台的电机动作,以调整所述拍摄装置的姿态。In some embodiments, the movable platform includes a pan/tilt, and the camera is mounted on the pan/tilt; the changing the posture of the camera includes: controlling the movement of the motor of the pan/tilt to adjust the movement of the camera. Describe the posture of the camera.
S230、根据所述拍摄装置在当前位置时相对地面的高度和所述第一姿态信息确定所述可移动平台和所述目标物体之间的目标距离。S230: Determine a target distance between the movable platform and the target object according to the height of the photographing device relative to the ground at the current position and the first posture information.
示例性的,所述第一姿态信息包括所述目标物体的底部与所述拍摄装置的 连线与水平线之间的夹角。Exemplarily, the first posture information includes an angle between a connection line between the bottom of the target object and the imaging device and a horizontal line.
在一些实施方式中,所述方法还包括:在所述可移动平台或者所述可移动平台的控制端的显示装置显示所述拍摄窗口的边界以及所述预设位置。In some embodiments, the method further includes: displaying the boundary of the shooting window and the preset position on the movable platform or the display device of the control end of the movable platform.
示例性的,所述方法还包括:提示用户改变所述拍摄装置的姿态使得所述目标物体的底部位于所述拍摄窗口中的所述预设位置。Exemplarily, the method further includes: prompting the user to change the posture of the photographing device so that the bottom of the target object is located at the preset position in the photographing window.
示例性的,所述方法还包括:控制所述可移动平台改变所述拍摄装置的姿态使得所述目标物体的底部位于所述拍摄窗口中的所述预设位置。Exemplarily, the method further includes: controlling the movable platform to change the posture of the photographing device so that the bottom of the target object is located at the preset position in the photographing window.
示例性的,所述方法还包括:根据用户的确定操作,确定当前所述目标物体的底部位于所述拍摄窗口中的预设位置。Exemplarily, the method further includes: determining that the bottom of the target object is currently located at a preset position in the shooting window according to a user's determination operation.
在另一些实施方式中,所述方法还包括:在所述拍摄窗口中选择所述目标物体的底部;根据所述拍摄窗口中所述目标物体的底部控制所述可移动平台改变所述拍摄装置的姿态使得所述目标物体的底部位于所述拍摄窗口中的预设位置。In other embodiments, the method further includes: selecting the bottom of the target object in the shooting window; controlling the movable platform to change the shooting device according to the bottom of the target object in the shooting window The posture of is such that the bottom of the target object is located at a preset position in the shooting window.
示例性的,所述在所述拍摄窗口中选择所述目标物体的底部,包括:在所述可移动平台或者所述可移动平台的控制端的显示装置显示所述拍摄窗口,并识别出所述目标物体的轮廓线;根据用户对所述轮廓线的选取操作,确定所述拍摄窗口中所述目标物体的底部。Exemplarily, the selecting the bottom of the target object in the shooting window includes: displaying the shooting window on the movable platform or the display device of the control end of the movable platform, and recognizing the The contour line of the target object; according to the user's selection operation of the contour line, the bottom of the target object in the shooting window is determined.
在一些实施方式中,所述获取所述拍摄装置在当前位置时相对地面的高度,包括:获取用户输入的所述摄装置在当前位置时相对地面的高度。In some embodiments, the obtaining the height of the camera relative to the ground at the current position includes: obtaining the height of the camera relative to the ground at the current position input by the user.
在一些实施方式中,所述获取所述拍摄装置在当前位置时相对地面的高度,包括:通过所述拍摄装置内置的高度传感器或者所述可移动平台的机体内置的高度传感器获取所述摄装置在当前位置时相对地面高度。In some embodiments, the acquiring the height of the camera relative to the ground at the current position includes: acquiring the camera device through a height sensor built into the camera or a height sensor built into the body of the movable platform The height relative to the ground at the current position.
在一些实施方式中,所述获取所述拍摄装置在当前位置时相对地面的高度,包括:获取所述拍摄装置相对所述目标物体的底部的高度。In some embodiments, the acquiring the height of the photographing device relative to the ground at the current position includes: acquiring the height of the photographing device relative to the bottom of the target object.
示例性的,所述获取所述拍摄装置相对所述目标物体的底部的高度,包括:根据所述拍摄装置在离所述目标物体不同距离时的姿态信息,以及所述不同距离之差确定所述拍摄装置相对所述目标物体的底部的高度。Exemplarily, the acquiring the height of the photographing device relative to the bottom of the target object includes: determining the height of the photographing device according to the posture information of the photographing device at different distances from the target object and the difference between the different distances. The height of the photographing device relative to the bottom of the target object.
在一些实施方式中,所述方法还包括:获取所述拍摄装置在所述目标物体的左侧位于所述拍摄窗口中的第二预设位置时的第三姿态信息;获取所述拍摄装置在所述目标物体的右侧位于所述拍摄窗口中的第二预设位置时的第四姿态 信息;根据所述第三姿态信息和所述第四姿态信息,以及所述目标距离确定所述目标物体的宽度。In some embodiments, the method further includes: acquiring third posture information of the photographing device when the camera is located at a second preset position in the photographing window on the left side of the target object; acquiring the position of the photographing device Fourth posture information when the right side of the target object is located at the second preset position in the shooting window; the target is determined according to the third posture information, the fourth posture information, and the target distance The width of the object.
本申请实施例提供的用于可移动平台的测绘方法,通过改变拍摄装置的姿态,使目标物体的不同部位分别位于拍摄窗口中相同的预设位置,并获取拍摄装置在目标物体的不同部位分别位于拍摄窗口中相同的预设位置时的姿态信息,以及根据姿态信息确定目标物体的相应尺寸,能够基于搭载拍摄装置的可移动平台对目标物体进行测绘,简单方便,计算量较小;而且在目标物体尺寸较大或距离目标物体较近使得拍摄装置的拍摄窗口无法完整涵盖目标物体时也可以对目标物体进行测绘。In the surveying and mapping method for a movable platform provided by the embodiment of the application, different parts of the target object are respectively located in the same preset position in the shooting window by changing the posture of the shooting device, and the different parts of the shooting device on the target object are obtained respectively. The posture information when located at the same preset position in the shooting window, and the corresponding size of the target object is determined according to the posture information. The target object can be surveyed and mapped based on the movable platform equipped with the shooting device, which is simple and convenient, and has a small amount of calculation; When the size of the target object is large or the distance to the target object is too close, so that the shooting window of the shooting device cannot completely cover the target object, the target object can be surveyed and mapped.
请结合上述实施例参阅图9,图9是本申请实施例提供的可移动平台600的示意性框图。Please refer to FIG. 9 in conjunction with the foregoing embodiment. FIG. 9 is a schematic block diagram of a
在一些实施方式中,如图9所示,所述可移动平台600能够搭载外部的拍摄装置700。在另一些实施方式中,可移动平台可以内置有拍摄装置。In some embodiments, as shown in FIG. 9, the
示例性的,所述可移动平台包括无人飞行器、云台、无人车、移动终端中的至少一种。其中,移动终端可以包括手机、平板电脑、笔记本电脑、个人数字助理、穿戴式设备、遥控器等中的至少一项。Exemplarily, the movable platform includes at least one of an unmanned aerial vehicle, a pan/tilt, an unmanned vehicle, and a mobile terminal. Among them, the mobile terminal may include at least one of a mobile phone, a tablet computer, a notebook computer, a personal digital assistant, a wearable device, and a remote control.
进一步而言,无人飞行器可以为旋翼型无人机,例如四旋翼无人机、六旋翼无人机、八旋翼无人机,也可以是固定翼无人机。Furthermore, the unmanned aerial vehicle can be a rotary wing drone, such as a quadrotor drone, a hexarotor drone, an eight rotor drone, or a fixed wing drone.
在一些实施方式中,所述可移动平台包括手机云台,所述拍摄装置包括内置在手机中的摄像头。在另一些实施方式中,所述可移动平台包括相机云台,所述拍摄装置包括相机。在其他一些实施方式中,所述可移动平台包括手机,所述拍摄装置包括内置在所述手机中的摄像头。In some embodiments, the movable platform includes a mobile phone platform, and the photographing device includes a camera built into the mobile phone. In other embodiments, the movable platform includes a camera platform, and the photographing device includes a camera. In some other embodiments, the movable platform includes a mobile phone, and the photographing device includes a camera built into the mobile phone.
具体的,该可移动平台600包括处理器601和存储器602。Specifically, the
示例性的,处理器601和存储器602通过总线603连接,该总线603比如为I2C(Inter-integrated Circuit)总线。Exemplarily, the
具体地,处理器601可以是微控制单元(Micro-controller Unit,MCU)、中央处理单元(Central Processing Unit,CPU)或数字信号处理器(Digital Signal Processor,DSP)等。Specifically, the
具体地,存储器602可以是Flash芯片、只读存储器(ROM,Read-Only Memory)磁盘、光盘、U盘或移动硬盘等。Specifically, the
其中,所述处理器601用于运行存储在存储器602中的计算机程序,并在执行所述计算机程序时实现前述的用于可移动平台的测绘方法。Wherein, the
在一些实施方式中,所述处理器601用于运行存储在存储器602中的计算机程序,并在执行所述计算机程序时实现如下步骤:In some implementation manners, the
在当前位置,通过改变所述拍摄装置的姿态,使目标物体的不同部位分别位于拍摄窗口中相同的预设位置,并获取所述拍摄装置在所述目标物体的不同部位分别位于所述拍摄窗口中相同的预设位置时的姿态信息;At the current position, by changing the posture of the photographing device, different parts of the target object are respectively located in the same preset position in the photographing window, and it is obtained that the photographing device is located in the photographing window at different parts of the target object. The posture information at the same preset position in the
根据所述当前位置的位置信息、以及所述拍摄装置在所述目标物体的不同部位分别位于所述拍摄窗口中相同的预设位置时的姿态信息,确定所述目标物体的相应尺寸。The corresponding size of the target object is determined according to the position information of the current position and the posture information of the photographing device when different parts of the target object are respectively located at the same preset position in the photographing window.
在一些实施方式中,所述处理器601用于运行存储在存储器602中的计算机程序,并在执行所述计算机程序时实现如下步骤:In some implementation manners, the
获取所述拍摄装置在当前位置时相对地面的高度;Acquiring the height of the photographing device relative to the ground at the current position;
在所述当前位置,通过改变所述拍摄装置的姿态,使目标物体的底部位于拍摄窗口中的预设位置,并获取所述拍摄装置的第一姿态信息;At the current position, by changing the posture of the photographing device, the bottom of the target object is located at a preset position in the photographing window, and the first posture information of the photographing device is acquired;
根据所述拍摄装置在当前位置时相对地面的高度和所述第一姿态信息确定所述可移动平台和所述目标物体之间的目标距离。The target distance between the movable platform and the target object is determined according to the height of the photographing device relative to the ground at the current position and the first posture information.
本申请实施例提供的可移动平台的具体原理和实现方式均与前述实施例的用于可移动平台的测绘方法类似,此处不再赘述。The specific principles and implementation manners of the movable platform provided in the embodiment of the present application are similar to the surveying and mapping method for the movable platform in the foregoing embodiment, and will not be repeated here.
本申请实施例还提供一种计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,所述计算机程序中包括程序指令,所述处理器执行所述程序指令,实现上述实施例提供的用于可移动平台的测绘方法的步骤。An embodiment of the present application also provides a computer-readable storage medium, the computer-readable storage medium stores a computer program, the computer program includes program instructions, and the processor executes the program instructions to implement the above-mentioned embodiments. The steps of the surveying and mapping method for the movable platform.
其中,所述计算机可读存储介质可以是前述任一实施例所述的可移动平台的内部存储单元,例如所述可移动平台的硬盘或内存。所述计算机可读存储介质也可以是所述可移动平台的外部存储设备,例如所述可移动平台上配备的插接式硬盘,智能存储卡(Smart Media Card,SMC),安全数字(Secure Digital,SD)卡,闪存卡(Flash Card)等。Wherein, the computer-readable storage medium may be the internal storage unit of the removable platform described in any of the foregoing embodiments, such as the hard disk or memory of the removable platform. The computer-readable storage medium may also be an external storage device of the removable platform, such as a plug-in hard disk equipped on the removable platform, a smart memory card (Smart Media Card, SMC), and Secure Digital (Secure Digital). , SD) card, flash card (Flash Card), etc.
本申请实施例提供的可移动平台、计算机可读存储介质,通过改变拍摄装置的姿态,使目标物体的不同部位分别位于拍摄窗口中相同的预设位置,并获取拍摄装置在目标物体的不同部位分别位于拍摄窗口中相同的预设位置时的姿 态信息,以及根据姿态信息确定目标物体的相应尺寸,能够基于搭载拍摄装置的可移动平台对目标物体进行测绘,简单方便,计算量较小;而且在目标物体尺寸较大或距离目标物体较近使得拍摄装置的拍摄窗口无法完整涵盖目标物体时也可以对目标物体进行测绘。The movable platform and computer-readable storage medium provided by the embodiments of the application can change the posture of the shooting device so that different parts of the target object are respectively located in the same preset position in the shooting window, and obtain the different parts of the shooting device on the target object. The posture information when they are respectively located at the same preset position in the shooting window, and the corresponding size of the target object is determined according to the posture information. The target object can be surveyed and mapped based on the movable platform equipped with the shooting device, which is simple and convenient, and has a small amount of calculation; and It is also possible to survey and map the target object when the size of the target object is large or the distance to the target object is so close that the shooting window of the shooting device cannot completely cover the target object.
应当理解,在此本申请中所使用的术语仅仅是出于描述特定实施例的目的而并不意在限制本申请。It should be understood that the terms used in this application are only for the purpose of describing specific embodiments and are not intended to limit the application.
还应当理解,在本申请和所附权利要求书中使用的术语“和/或”是指相关联列出的项中的一个或多个的任何组合以及所有可能组合,并且包括这些组合。It should also be understood that the term "and/or" used in this application and the appended claims refers to any combination of one or more of the associated listed items and all possible combinations, and includes these combinations.
以上所述,仅为本申请的具体实施方式,但本申请的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本申请揭露的技术范围内,可轻易想到各种等效的修改或替换,这些修改或替换都应涵盖在本申请的保护范围之内。因此,本申请的保护范围应以权利要求的保护范围为准。The above are only specific implementations of this application, but the scope of protection of this application is not limited to this. Anyone familiar with the technical field can easily think of various equivalents within the technical scope disclosed in this application. Modifications or replacements, these modifications or replacements shall be covered within the scope of protection of this application. Therefore, the protection scope of this application shall be subject to the protection scope of the claims.
Claims (47)
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| PCT/CN2020/097453 WO2021258251A1 (en) | 2020-06-22 | 2020-06-22 | Surveying and mapping method for movable platform, and movable platform and storage medium |
| CN202080006511.8A CN113167577A (en) | 2020-06-22 | 2020-06-22 | Surveying method for a movable platform, movable platform and storage medium |
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| PCT/CN2020/097453 WO2021258251A1 (en) | 2020-06-22 | 2020-06-22 | Surveying and mapping method for movable platform, and movable platform and storage medium |
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