WO2020154936A1 - Method and apparatus for calibrating external parameters of radar, and storage medium - Google Patents

Method and apparatus for calibrating external parameters of radar, and storage medium Download PDF

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Publication number
WO2020154936A1
WO2020154936A1 PCT/CN2019/073804 CN2019073804W WO2020154936A1 WO 2020154936 A1 WO2020154936 A1 WO 2020154936A1 CN 2019073804 W CN2019073804 W CN 2019073804W WO 2020154936 A1 WO2020154936 A1 WO 2020154936A1
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WO
WIPO (PCT)
Prior art keywords
radar
user
external parameters
interaction interface
parameter
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PCT/CN2019/073804
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French (fr)
Chinese (zh)
Inventor
王涵
Original Assignee
深圳市大疆创新科技有限公司
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Application filed by 深圳市大疆创新科技有限公司 filed Critical 深圳市大疆创新科技有限公司
Priority to CN201980005608.4A priority Critical patent/CN111771137A/en
Priority to PCT/CN2019/073804 priority patent/WO2020154936A1/en
Publication of WO2020154936A1 publication Critical patent/WO2020154936A1/en

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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/48Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S17/00
    • G01S7/497Means for monitoring or calibrating

Definitions

  • the embodiments of the present invention relate to the field of radar, and in particular to a method, device and storage medium for calibrating radar external parameters.
  • Lidar is a radar system that emits laser beams to detect the position and speed of the target. Its working principle is to transmit a detection signal (laser beam) to the target, and then compare the received signal reflected from the target (target echo) with the transmitted signal, and after appropriate processing, the relevant information of the target can be obtained, such as Target distance, azimuth, height, speed, attitude, and even shape and other parameters.
  • a large number of target points detected by lidar constitute a point cloud.
  • Usually mobile platforms such as vehicles, drones, and mobile robots, can be equipped with multiple lidars.
  • the point cloud output by each lidar is referenced to the lidar coordinate system, resulting in different lidar outputs
  • the point cloud corresponds to a different coordinate system.
  • the conversion relationship between different lidar coordinate systems needs to be determined, that is, the external parameters of different lidars. This external parameter is recorded as an external parameter.
  • the embodiments of the present invention provide a method, device and storage medium for calibrating radar external parameters, so that users can easily determine different radars located on the same movable platform without requiring very complicated algorithm design and reasonable code writing work.
  • the first aspect of the embodiments of the present invention is to provide a method for calibrating radar external parameters, which includes:
  • the user interaction interface includes a parameter input area and a display area, the parameter input area is used for the user to visually input external parameters, and the display area is used to display the point cloud detected by the radar;
  • the point cloud after the position conversion is not in the same coordinate system, acquire the user's adjustment operation on the external parameter on the user interaction interface to determine the target external parameter of each radar, so that The point cloud detected by each radar is located in the same coordinate system after being transformed by the target external parameters of each radar.
  • the second aspect of the embodiments of the present invention is to provide a radar external parameter calibration device, including: a memory, a processor, and a display component.
  • the display component is used to display a user interaction interface.
  • the user interaction interface includes a parameter input area and a display. Area, the parameter input area is used for the user to visually input external parameters, and the display area is used to display the point cloud detected by the radar;
  • the memory is used to store program code
  • the processor calls the program code, and when the program code is executed, is used to perform the following operations:
  • the point cloud after the position conversion is not in the same coordinate system, acquire the user's adjustment operation on the external parameter on the user interaction interface to determine the target external parameter of each radar, so that The point cloud detected by each radar is located in the same coordinate system after being transformed by the target external parameters of each radar.
  • a third aspect of the embodiments of the present invention is to provide a computer-readable storage medium having a computer program stored thereon, and the computer program is executed by a processor to implement the method described in the first aspect.
  • the radar external parameter calibration method, device and storage medium provided in this embodiment provide a user interaction interface so that the user can visually input external parameters in the parameter input area of the user interaction interface, and according to the user’s input in the parameter input area
  • the inputted multiple radars correspond to the external parameters, and the position conversion of the point cloud detected by each radar of the multiple radars is performed. If the point cloud after the position conversion is not in the same coordinate system, the user can enter the parameter input area Visually adjust the corresponding external parameters of multiple radars to determine the target external parameters of each radar, so that the point cloud detected by each radar is located in the same coordinate system after the position conversion of the target external parameters of each radar. This allows users to easily determine the conversion relationship between different radars on the same movable platform without the need for very complex algorithm design and reasonable code writing.
  • FIG. 1 is a schematic diagram of an application scenario provided by an embodiment of the present invention.
  • FIG. 2 is a schematic diagram of another application scenario provided by an embodiment of the present invention.
  • FIG. 3 is a flowchart of a method for calibrating radar external parameters provided by an embodiment of the present invention.
  • FIG. 4 is a schematic diagram of a user interaction interface provided by an embodiment of the present invention.
  • FIG. 5 is a schematic diagram of another user interaction interface provided by an embodiment of the present invention.
  • FIG. 6 is a schematic diagram of another user interaction interface provided by an embodiment of the present invention.
  • FIG. 7 is a schematic diagram of another user interaction interface provided by an embodiment of the present invention.
  • FIG. 8 is a flowchart of a method for calibrating radar external parameters provided by another embodiment of the present invention.
  • Figure 9 is a structural diagram of a radar external parameter calibration device provided by an embodiment of the present invention.
  • 21 Communication module
  • 22 Terminal equipment
  • 40 User interaction interface
  • a component when referred to as being "fixed to” another component, it can be directly on the other component or a central component may also exist.
  • a component When a component is considered to be “connected” to another component, it can be directly connected to another component or a centered component may exist at the same time.
  • Fig. 1 is a schematic diagram of an application scenario provided by an embodiment of the present invention.
  • the movable platform is, for example, the vehicle 11 shown in FIG. 1.
  • the vehicle 11 is provided with a radar, such as a lidar.
  • the vehicle 11 is provided with a plurality of lidars. Since the point cloud output by each laser radar is based on the coordinate system of the laser radar, the coordinate system corresponding to the point cloud output by different laser radars is different. Therefore, in order to be able to convert the point clouds respectively output by multiple lidars to the same coordinate system, it is necessary to determine the conversion relationship between different lidar coordinate systems, that is, the external parameters of different lidars, which are recorded as external parameters. As shown in FIG.
  • the vehicle 11 may send the point clouds output by multiple lidars to the terminal device 12, and the terminal device 12 determines the external parameters of each lidar according to the point clouds output by the multiple lidars.
  • the terminal device 12 can be placed in the vehicle 11.
  • the terminal device 12 may not be placed in the vehicle 11, but may communicate with the vehicle 11 over a long distance.
  • FIG. 2 is a schematic diagram of another application scenario provided by an embodiment of the present invention.
  • the movable platform is, for example, the UAV 20 shown in FIG. 2, and the UAV 20 may be equipped with multiple radars, such as multiple lidars.
  • 21 denotes the communication module of the UAV 20.
  • the UAV 20 can send the point clouds output by multiple lidars to the terminal device 22 through the communication module 21.
  • the terminal device 22 may be a remote control, a mobile phone, a tablet computer, Laptop etc.
  • the terminal device 22 determines the external parameters of each laser radar according to the point clouds respectively output by multiple laser radars. The following describes the calibration method of radar external parameters in conjunction with specific embodiments.
  • Fig. 3 is a flowchart of a method for calibrating radar external parameters provided by an embodiment of the present invention. As shown in Figure 3, the method in this embodiment may include:
  • Step S301 Provide a user interaction interface.
  • the user interaction interface includes a parameter input area and a display area, the parameter input area is used for the user to visually input external parameters, and the display area is used to display the point cloud detected by the radar.
  • the terminal device shown in FIG. 1 or FIG. 2 may be provided with a user interaction interface as shown in FIG. 4.
  • the user interaction interface 40 includes: a parameter input area 41 and a display area 42.
  • the parameter input area includes identification information of each radar.
  • the parameter input area 41 displays the identification information of each of the three lidars, for example, 0T9DFBC0040418, 0T9DFBC0040429, and 0T9DFBC0040436.
  • the parameter input area 41 also displays the external parameters corresponding to each lidar.
  • the external parameters include six variables, for example, Roll, Pitch, Yaw, X, Y, and Z.
  • Roll, Pitch, Yaw are rotation variables
  • X, Y, and Z are translation variables.
  • the point cloud output by each lidar can be converted in space through the external parameters of the corresponding lidar.
  • the point cloud output by the lidar identified by 0T9DFBC0040418 can be passed through the Roll, Pitch, Yaw in the external parameters of the lidar.
  • the six variables of the external parameters of each lidar can be zero.
  • the terminal device when the terminal device receives a movable platform, such as a point cloud detected by multiple lidars mounted on the drone, the terminal device can also detect the multiple lidar points.
  • the cloud is displayed in the display area 42. As shown in Figure 5, the six variables of the external parameters of each lidar are 0, and the point cloud displayed in the display area is the point cloud detected by multiple lidars. It can be understood that when the six variables of the external parameters of the lidar are all 0, the point cloud detected by the lidar is rotated by Roll, Pitch, and Yaw, and translated by X, Y, and Z. The cloud does not change position in space.
  • Step S302 Obtain external parameters corresponding to multiple radars input by the user in the parameter input area, and the multiple radars are set on the same movable platform.
  • the user can visually input the external parameters corresponding to multiple lidars in the parameter input area 41.
  • the multiple lidars are set on the same movable platform. For example, the multiple lidars are set at the same time. On the same drone.
  • the parameter input area of the user interaction interface includes an input box of external parameters corresponding to each radar.
  • the obtaining the external parameters corresponding to the multiple radars input by the user in the parameter input area includes: obtaining the external parameters input by the user in the input box.
  • the parameter input area 41 includes an input box for external parameters corresponding to each radar.
  • 43 is an input box for Roll in the external parameters of the radar identified by 0T9DFBC0040418.
  • the user can input Any value, the value is the value of Roll in the external parameters of the radar set by the user.
  • the terminal device can determine the value of Roll in the external parameter of the radar identified by 0T9DFBC0040418 set by the user according to the value entered by the user in the input box 43.
  • the user can use this method to set other external parameter values of the radar, as well as the external parameter values of the radar identified by 0T9DFBC0040429 and 0T9DFBC0040436 respectively.
  • the user has set the external parameter values corresponding to the three radars in the parameter input area.
  • Step S303 Perform position conversion on the point cloud detected by each radar in the multiple radars according to the external parameters corresponding to the multiple radars.
  • the terminal device performs position conversion on the point cloud detected by the corresponding radar according to the external parameters corresponding to each of the three radars.
  • the cloud performs location conversion.
  • the position of the point cloud detected by the radar identified by 0T9DFBC0040429 is converted by the external parameter, and the position of the point cloud does not change.
  • the method further includes: The area displays the point cloud after the position conversion.
  • the terminal device converts the position of the point cloud detected by the corresponding radar according to the external parameters corresponding to each of the three radars, it can further display the point cloud after the position conversion on the display Area, as shown in the left part of Figure 7.
  • Step S304 If the point cloud after the position conversion is not in the same coordinate system, obtain the adjustment operation of the user on the external parameter on the user interaction interface to determine the target external parameter of each radar , So that the point cloud detected by each radar is located in the same coordinate system after performing position conversion on the target external parameters of each radar.
  • the user observes the left part as shown in Figure 7 to determine whether the point cloud after the position conversion is in the same coordinate system. If the user determines that the point cloud after the position conversion is not in the same coordinate system, the user can Adjust the external parameters of at least one radar on the user interaction interface. Correspondingly, the terminal device obtains the user's adjustment operation on the external parameter on the user interaction interface.
  • the acquiring the user's adjustment operation on the external parameter on the user interaction interface includes: acquiring the user's modification operation on the external parameter in the input box.
  • the user can re-enter the external parameters of each radar in the input box.
  • the user can first click the "update" icon to reset the external parameters of each radar to 0, and then re-enter the external parameters of each radar in the input box.
  • the terminal device obtains the user's external parameter modification operation according to the external parameter re-entered by the user in the input box and/or the user's click operation on the "update" icon.
  • the terminal device can check the detected external parameters of each radar according to the modified external parameters of each radar.
  • the point cloud performs position conversion, and the point cloud after the position conversion is further displayed in the display area. If the point cloud after the position conversion is not in the same coordinate system, the user can continue to adjust the external parameters of each radar. That is to say, when the external parameters of at least one radar change, the position of the point cloud detected by the radar in the display area will change.
  • the user can continuously adjust the external parameters of each radar and continuously observe the point cloud displayed in the display area. When the point cloud displayed in the display area is in the same coordinate system, enter the input box corresponding to each radar identifier in the user interaction interface
  • the displayed input value is the target external parameter of the radar.
  • the user interaction interface includes: at least one adjustment icon; the acquiring the user's adjustment operation of the external parameter on the user interaction interface includes: acquiring the user's A selection operation on the external parameter on the user interaction interface; when the external parameter is in a selected state, the user's adjustment operation on the at least one adjustment icon on the user interaction interface is acquired.
  • the user interaction interface may also include at least one adjustment icon.
  • the parameter input area 41 includes two adjustment icons, an adjustment icon 44 and an adjustment icon 45, which are only schematically described here, and are used in other implementations.
  • the user interaction interface may include one adjustment icon, or may include three or more adjustment icons.
  • the adjustment icon 44 and the adjustment icon 45 can be used to adjust the external parameter value in any input box.
  • the user can select any input box in the parameter input area 41, for example, the user selects the input box 43, and the input box 43 is in a selected state.
  • the terminal device obtains the user's selection operation on the input box 43.
  • the user can perform adjustment operations on the adjustment icon 44 and the adjustment icon 45 on the user interaction interface.
  • the user can slide the adjustment icon 44 and the adjustment icon 45 in a counterclockwise direction.
  • the external parameter value in the input box 43 changes.
  • one of the adjustment icon 44 and the adjustment icon 45 is used for coarse adjustment of the external parameter value, and the other is used for For fine adjustment of the external parameter value, this embodiment does not limit the specific accuracy of the coarse adjustment and the fine adjustment.
  • the terminal device can acquire the adjustment operation of the user on the adjustment icon 44 and the adjustment icon 45, and change the external parameter value in the input box 43 according to the adjustment operation.
  • the adjustment icon 44 and the adjustment icon 45 rotate counterclockwise, the external parameter value in the input box 43 gradually increases; while the adjustment icon 44 and the adjustment icon 45 rotate clockwise, the external parameter in the input box 43 is The parameter value gradually decreases.
  • the amount of rotation of the adjustment icon is proportional to the amount of change in the external parameter value.
  • the adjustment amount of the at least one adjustment icon is an initial state.
  • the adjustment amount of the adjustment icon 44 and the adjustment icon 45 becomes the initial state, for example, the adjustment icon 44 and the adjustment icon 45 returns to the initial state as shown in Figure 5.
  • another achievable way for the user to adjust the external parameter value is: input the new external parameter value in the input box corresponding to the external parameter value, and then adjust the adjustment icon 44 and the adjustment icon 45 Operation to further adjust the new external parameter value.
  • the user can visually input external parameters in the parameter input area of the user interaction interface, and according to the external parameters corresponding to the multiple radars input by the user in the parameter input area, The point cloud detected by each radar in the multiple radars is converted into position. If the point cloud after the position conversion is not in the same coordinate system, the user can visually adjust the external parameters corresponding to the multiple radars in the parameter input area. Determine the target external parameters of each radar so that the point cloud detected by each radar is located in the same coordinate system after the position conversion of the target external parameters of each radar, so that users do not need very complex algorithm design and reasonable code By writing, you can easily determine the conversion relationship between different radars on the same movable platform.
  • FIG. 8 is a flowchart of a method for calibrating radar external parameters according to another embodiment of the present invention.
  • the multiple radars include: a reference radar and at least one radar to be calibrated; as shown in Figure 7, 0T9DFBC0040418, 0T9DFBC0040429 and 0T9DFBC0040436 respectively identify the radar on the same movable platform Three different radars.
  • one of the three radars is used as the reference radar, and the remaining two radars are the radars to be calibrated.
  • the radar identified by 0T9DFBC0040429 is used as the reference radar, and 0T9DFBC0040418 and 0T9DFBC0040436 are respectively identified
  • the radar is to be calibrated.
  • the target external parameters of the radar are located in the same coordinate system after position conversion, which can include:
  • Step S801 Obtain an adjustment operation of the external parameter of the radar to be calibrated by the user on the user interaction interface.
  • the radar identified by 0T9DFBC0040429 is used as the reference radar, and the external parameters of the reference radar are all set to 0, as shown in FIG. 7. Further, the radar identified by 0T9DFBC0040418 is the radar to be calibrated, and the user can continuously adjust the external parameters of the radar identified by 0T9DFBC0040418 in the parameter input area as shown in FIG. 7. The adjustment operation of the external parameters is specifically as described in the above embodiment. I won't repeat it here.
  • Step S802 Determine the target external parameters of the radar to be calibrated according to the user's adjustment operation on the external parameters of the radar to be calibrated on the user interaction interface, so that the points detected by the radar to be calibrated
  • the cloud is located in the coordinate system of the reference radar after performing position conversion on the target external parameters of the radar to be calibrated.
  • the terminal device can perform position conversion on the point cloud detected by the radar according to the radar external parameters identified by 0T9DFBC0040418 in real time, and convert the point cloud after the position conversion to the
  • the point cloud detected by the reference radar is displayed in the display area of the user interaction interface.
  • the user can visually observe in the display area whether the point cloud detected by the radar identified by 0T9DFBC0040418 is transformed by the external parameters adjusted by the radar and whether the point cloud detected by the reference radar is in the same coordinate system.
  • the user can continue to adjust the external parameters of the radar identified by 0T9DFBC0040418 in the parameter input area until the radar identified by 0T9DFBC0040418 is determined
  • the target external parameter makes the point cloud detected by the radar identified by 0T9DFBC0040418 after the position conversion of the target external parameter and the point cloud detected by the reference radar are in the same coordinate system. Since the external parameters of the reference radar are all 0, it is equivalent that the point cloud detected by the reference radar does not undergo position conversion, and the point cloud detected by the reference radar is located in the coordinate system of the reference radar.
  • the point cloud detected by the radar identified by 0T9DFBC0040418 passes The point cloud after the position conversion of the target external parameter is located in the coordinate system of the reference radar.
  • the target external parameters of the radar identified by 0T9DFBC0040436 can be determined, so that the point cloud detected by the radar identified by 0T9DFBC0040436 after the position conversion of the target external parameters is located in the coordinate system of the reference radar.
  • the determined target external parameter of the radar to be calibrated is the conversion relationship between the coordinate system of the radar to be calibrated relative to the reference coordinate system, and according to the target of the radar to be calibrated
  • the point cloud after position conversion of the point cloud detected by the external reference radar will be located in the coordinate system of the reference radar.
  • the method further The method includes: converting the point cloud detected by the reference radar and the radar to be calibrated into the target coordinate system according to the conversion relationship between the coordinate system of the reference radar and the target coordinate system.
  • the coordinate system of the reference radar is different from the coordinate system of the movable platform, that is to say, between the coordinate system of the reference radar and the coordinate system of the movable platform There is also a certain conversion relationship. Therefore, in this embodiment, the coordinate system of the movable platform can also be used as the target coordinate system, and the point cloud in the coordinate system of the reference radar can be converted into the target coordinate system.
  • the point cloud in the coordinate system of the reference radar includes: the point cloud detected by the reference radar, and the point cloud detected by the radar to be calibrated through the target external parameters corresponding to the radar to be calibrated to perform position conversion.
  • the target coordinate system is the coordinate system of the movable platform.
  • the coordinate origin of the coordinate system of the movable platform is a projection point of a preset point on the movable platform on the ground.
  • the coordinate origin of the coordinate system of the movable platform is not limited.
  • the coordinate origin of the coordinate system of the movable platform may be a fixed point on the movable platform or a fixed point on the movable platform.
  • the movable platform is a vehicle, and the coordinate origin of the coordinate system of the movable platform may be the projection point of the center of the vehicle chassis on the ground.
  • the target coordinate system may also be a coordinate system of a radar in the movable platform, for example, a coordinate system of a reference radar.
  • the target external parameters of the radar to be calibrated are determined, so that the point cloud detected by the radar to be calibrated passes through the target external parameters of the radar to be calibrated for position conversion. It is located in the coordinate system of the reference radar, so that the target external parameters of each radar to be calibrated are determined one by one. Compared with adjusting the external parameters of multiple radars to determine the target external parameters of each radar at the same time, the calculation amount is reduced and the Calculate the efficiency of the external parameters of each radar target.
  • the embodiment of the invention provides a calibration device for radar external parameters.
  • the device for calibrating radar external parameters may specifically be the terminal device in the above-mentioned embodiment, or it may be a component in the terminal device that can execute the above-mentioned method for calibrating radar external parameters.
  • Fig. 9 is a structural diagram of a radar external parameter calibration device provided by an embodiment of the present invention.
  • the radar external parameter calibration device 90 includes a memory 91, a processor 92, and a display component 93; among them, the display component 93 is used for A user interaction interface is displayed.
  • the user interaction interface includes a parameter input area and a display area.
  • the parameter input area is used for the user to visually input external parameters.
  • the display area is used to display the point cloud detected by the radar;
  • the processor 92 calls the program code, and when the program code is executed, it is used to perform the following operations: obtain the external parameters corresponding to the multiple radars input by the user in the parameter input area, and the multiple Each radar is set on the same movable platform; according to the external parameters corresponding to the multiple radars, the position conversion is performed on the point cloud detected by each radar in the multiple radars; if the point cloud after the position conversion If they are not in the same coordinate system, the user's adjustment operation on the external parameters on the user interaction interface is obtained to determine the target external parameters of each radar, so that the point cloud detected by each radar The target external parameters of each radar are located in the same coordinate system after position conversion.
  • the parameter input area includes identification information of each radar.
  • the parameter input area of the user interaction interface includes an input box of external parameters corresponding to each radar.
  • the processor 92 when the processor 92 obtains the external parameters corresponding to the multiple radars input by the user in the parameter input area, it is specifically configured to: obtain the external parameters input by the user in the input box.
  • the processor 92 when the processor 92 obtains the user's adjustment operation of the external parameter on the user interaction interface, it is specifically configured to: obtain the user's adjustment of the external parameter in the input box. Modify operation.
  • the user interaction interface includes: at least one adjustment icon; when the processor 92 obtains the adjustment operation of the external parameter by the user on the user interaction interface, it is specifically configured to: obtain the user A selection operation of the external parameter on the user interaction interface; and when the external parameter is in a selected state, an adjustment operation of the user on the at least one adjustment icon on the user interaction interface is acquired.
  • the adjustment amount of the at least one adjustment icon is an initial state.
  • the multiple radars include: a reference radar and at least one to-be-calibrated radar; the processor 92 obtains the adjustment operation of the external parameter on the user interaction interface by the user to determine the Target external parameters of each radar, so that the point cloud detected by each radar is located in the same coordinate system after the position conversion of the target external parameters of each radar is specifically used to: The adjustment operation of the external parameters of the radar to be calibrated on the user interaction interface; and the determination of the external parameters of the radar to be calibrated by the user on the user interaction interface
  • the target external parameters of the radar are such that the point cloud detected by the radar to be calibrated is located in the coordinate system of the reference radar after the position conversion of the target external parameters of the radar to be calibrated.
  • the processor 92 determines the target external parameters of the radar to be calibrated according to the user's adjustment operation on the external parameters of the radar to be calibrated on the user interaction interface, : Convert the point cloud detected by the reference radar and the radar to be calibrated into the target coordinate system according to the conversion relationship between the coordinate system of the reference radar and the target coordinate system.
  • the target coordinate system is the coordinate system of the movable platform.
  • the coordinate origin of the coordinate system of the movable platform is a projection point on the ground of a preset point on the movable platform.
  • the processor 92 performs position conversion on the point cloud detected by each radar in the plurality of radars according to the external parameters respectively corresponding to the plurality of radars, and is further configured to: The display area displays the point cloud after the position conversion.
  • the user can visually input external parameters in the parameter input area of the user interaction interface, and according to the external parameters corresponding to the multiple radars input by the user in the parameter input area, The point cloud detected by each radar in the multiple radars is converted into position. If the point cloud after the position conversion is not in the same coordinate system, the user can visually adjust the external parameters corresponding to the multiple radars in the parameter input area. Determine the target external parameters of each radar so that the point cloud detected by each radar is located in the same coordinate system after the position conversion of the target external parameters of each radar, so that users do not need very complex algorithm design and reasonable code By writing, you can easily determine the conversion relationship between different radars on the same movable platform.
  • this embodiment also provides a computer-readable storage medium on which a computer program is stored, and the computer program is executed by a processor to implement the radar external parameter calibration method described in the foregoing embodiment.
  • the disclosed device and method may be implemented in other ways.
  • the device embodiments described above are merely illustrative.
  • the division of the units is only a logical function division, and there may be other divisions in actual implementation, for example, multiple units or components may be combined or It can be integrated into another system, or some features can be ignored or not implemented.
  • the displayed or discussed mutual coupling or direct coupling or communication connection may be indirect coupling or communication connection through some interfaces, devices or units, and may be in electrical, mechanical or other forms.
  • the units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in one place, or they may be distributed on multiple network units. Some or all of the units may be selected according to actual needs to achieve the objectives of the solutions of the embodiments.
  • the functional units in the various embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units may be integrated into one unit.
  • the above-mentioned integrated unit can be realized in the form of hardware, or in the form of hardware plus software functional unit.
  • the above-mentioned integrated unit implemented in the form of a software functional unit may be stored in a computer readable storage medium.
  • the above-mentioned software functional unit is stored in a storage medium and includes several instructions to make a computer device (which may be a personal computer, a server, or a network device, etc.) or a processor (processor) execute the method described in the various embodiments of the present invention. Part of the steps.
  • the aforementioned storage media include: U disk, mobile hard disk, read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory, RAM), magnetic disk or optical disk and other media that can store program code .

Abstract

Provided are a method and apparatus for calibrating external parameters of a radar, and a storage medium. According to the embodiments of the present invention, by means of providing a user interaction interface, a user can visually input external parameters in a parameter input area of the user interaction interface, and can perform, according to the external parameters that respectively correspond to a plurality of radars and are input in the parameter input area by the user, position conversion on a point cloud detected by each radar from among the plurality of radars; and if the point clouds subjected to position conversion are not in the same coordinate system, the user can visually adjust, in the parameter input area, the external parameters respectively corresponding to the plurality of radars to determine target external parameters of each radar, such that the point cloud detected by each radar is located in the same coordinate system after being subjected to position conversion according to the target external parameters of each radar. Thus, without a very complicated algorithm design and rational code writing work, the user can easily determine a conversion relationship between different radars located on the same mobile platform.

Description

雷达外参标定方法、装置及存储介质Radar external parameter calibration method, device and storage medium 技术领域Technical field
本发明实施例涉及雷达领域,尤其涉及一种雷达外参标定方法、装置及存储介质。The embodiments of the present invention relate to the field of radar, and in particular to a method, device and storage medium for calibrating radar external parameters.
背景技术Background technique
激光雷达是以发射激光束探测目标的位置、速度等特征量的雷达系统。其工作原理是向目标发射探测信号(激光束),然后将接收到的从目标反射回来的信号(目标回波)与发射信号进行比较,作适当处理后,就可获得目标的有关信息,如目标距离、方位、高度、速度、姿态、甚至形状等参数。激光雷达探测到的大量目标点即构成点云。Lidar is a radar system that emits laser beams to detect the position and speed of the target. Its working principle is to transmit a detection signal (laser beam) to the target, and then compare the received signal reflected from the target (target echo) with the transmitted signal, and after appropriate processing, the relevant information of the target can be obtained, such as Target distance, azimuth, height, speed, attitude, and even shape and other parameters. A large number of target points detected by lidar constitute a point cloud.
通常可移动平台,例如车辆、无人机、可移动机器人等可搭载有多个激光雷达,每个激光雷达输出的点云都是以该激光雷达坐标系为参考的,从而导致不同激光雷达输出的点云所对应的坐标系不同,为了能够将多个激光雷达分别输出的点云转换到同一坐标系下,需要确定不同激光雷达坐标系之间的转换关系,即不同激光雷达的外部参数,该外部参数记为外参。Usually mobile platforms, such as vehicles, drones, and mobile robots, can be equipped with multiple lidars. The point cloud output by each lidar is referenced to the lidar coordinate system, resulting in different lidar outputs The point cloud corresponds to a different coordinate system. In order to convert the point clouds output by multiple lidars to the same coordinate system, the conversion relationship between different lidar coordinate systems needs to be determined, that is, the external parameters of different lidars. This external parameter is recorded as an external parameter.
但是,确定不同激光雷达坐标系之间的转换关系,需要非常复杂的算法设计以及合理的代码编写工作,从而导致不同激光雷达坐标系之间的转换关系很难确定。However, determining the conversion relationship between different lidar coordinate systems requires very complex algorithm design and reasonable code writing, which makes it difficult to determine the conversion relationship between different lidar coordinate systems.
发明内容Summary of the invention
本发明实施例提供一种雷达外参标定方法、装置及存储介质,以使得用户不需要非常复杂的算法设计以及合理的代码编写工作,即可很容易的确定出位于同一可移动平台的不同雷达之间的转换关系。The embodiments of the present invention provide a method, device and storage medium for calibrating radar external parameters, so that users can easily determine different radars located on the same movable platform without requiring very complicated algorithm design and reasonable code writing work. The conversion relationship between.
本发明实施例的第一方面是提供一种雷达外参标定方法,该方法包括:The first aspect of the embodiments of the present invention is to provide a method for calibrating radar external parameters, which includes:
提供用户交互界面,所述用户交互界面包括参数输入区域和显示区域,所述参数输入区域用于供用户可视化地输入外参,所述显示区域用于显示雷达探测到的点云;Provide a user interaction interface, the user interaction interface includes a parameter input area and a display area, the parameter input area is used for the user to visually input external parameters, and the display area is used to display the point cloud detected by the radar;
获取用户在所述参数输入区域输入的多个雷达分别对应的外参,所述多个雷达设置在同一可移动平台上;Acquiring external parameters corresponding to multiple radars input by a user in the parameter input area, and the multiple radars are set on the same movable platform;
根据所述多个雷达分别对应的外参,对所述多个雷达中每个雷达探测到的点云进行位置转换;Performing position conversion on the point cloud detected by each radar in the plurality of radars according to the external parameters respectively corresponding to the plurality of radars;
若所述位置转换后的点云不在同一坐标系中,则获取所述用户在所述用户交互界面上对所述外参的调节操作,以确定所述每个雷达的目标外参,使得所述每个雷达探测到的点云经过所述每个雷达的目标外参进行位置转换后位于同一坐标系中。If the point cloud after the position conversion is not in the same coordinate system, acquire the user's adjustment operation on the external parameter on the user interaction interface to determine the target external parameter of each radar, so that The point cloud detected by each radar is located in the same coordinate system after being transformed by the target external parameters of each radar.
本发明实施例的第二方面是提供一种雷达外参标定装置,包括:存储器、处理器和显示组件,所述显示组件用于显示用户交互界面,所述用户交互界面包括参数输入区域和显示区域,所述参数输入区域用于供用户可视化地输入外参,所述显示区域用于显示雷达探测到的点云;The second aspect of the embodiments of the present invention is to provide a radar external parameter calibration device, including: a memory, a processor, and a display component. The display component is used to display a user interaction interface. The user interaction interface includes a parameter input area and a display. Area, the parameter input area is used for the user to visually input external parameters, and the display area is used to display the point cloud detected by the radar;
所述存储器用于存储程序代码;The memory is used to store program code;
所述处理器,调用所述程序代码,当程序代码被执行时,用于执行以下操作:The processor calls the program code, and when the program code is executed, is used to perform the following operations:
获取用户在所述参数输入区域输入的多个雷达分别对应的外参,所述多个雷达设置在同一可移动平台上;Acquiring external parameters corresponding to multiple radars input by a user in the parameter input area, and the multiple radars are set on the same movable platform;
根据所述多个雷达分别对应的外参,对所述多个雷达中每个雷达探测到的点云进行位置转换;Performing position conversion on the point cloud detected by each radar in the plurality of radars according to the external parameters respectively corresponding to the plurality of radars;
若所述位置转换后的点云不在同一坐标系中,则获取所述用户在所述用户交互界面上对所述外参的调节操作,以确定所述每个雷达的目标外参,使得所述每个雷达探测到的点云经过所述每个雷达的目标外参进行位置转换后位于同一坐标系中。If the point cloud after the position conversion is not in the same coordinate system, acquire the user's adjustment operation on the external parameter on the user interaction interface to determine the target external parameter of each radar, so that The point cloud detected by each radar is located in the same coordinate system after being transformed by the target external parameters of each radar.
本发明实施例的第三方面是提供一种计算机可读存储介质,其上存储有计算机程序,所述计算机程序被处理器执行以实现第一方面所述的方法。A third aspect of the embodiments of the present invention is to provide a computer-readable storage medium having a computer program stored thereon, and the computer program is executed by a processor to implement the method described in the first aspect.
本实施例提供的雷达外参标定方法、装置及存储介质,通过提供用户交互界面,使得用户可以在该用户交互界面的参数输入区域中可视化地输入外参,并根据用户在该参数输入区域中输入的多个雷达分别对应的外参,对该多个雷达中每个雷达探测到的点云进行位置转换,若位置转换后的点云不在同一坐标系中,用户可以在该参数输入区域中可视化地调整多个雷 达分别对应的外参,以确定每个雷达的目标外参,使得每个雷达探测到的点云经过每个雷达的目标外参进行位置转换后位于同一坐标系中,从而使得用户不需要非常复杂的算法设计以及合理的代码编写工作,即可很容易的确定出位于同一可移动平台的不同雷达之间的转换关系。The radar external parameter calibration method, device and storage medium provided in this embodiment provide a user interaction interface so that the user can visually input external parameters in the parameter input area of the user interaction interface, and according to the user’s input in the parameter input area The inputted multiple radars correspond to the external parameters, and the position conversion of the point cloud detected by each radar of the multiple radars is performed. If the point cloud after the position conversion is not in the same coordinate system, the user can enter the parameter input area Visually adjust the corresponding external parameters of multiple radars to determine the target external parameters of each radar, so that the point cloud detected by each radar is located in the same coordinate system after the position conversion of the target external parameters of each radar. This allows users to easily determine the conversion relationship between different radars on the same movable platform without the need for very complex algorithm design and reasonable code writing.
附图说明Description of the drawings
为了更清楚地说明本发明实施例中的技术方案,下面将对实施例描述中所需要使用的附图作一简单地介绍,显而易见地,下面描述中的附图是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动性的前提下,还可以根据这些附图获得其他的附图。In order to more clearly describe the technical solutions in the embodiments of the present invention, the following will briefly introduce the drawings used in the description of the embodiments. Obviously, the drawings in the following description are some embodiments of the present invention. For those of ordinary skill in the art, other drawings may be obtained based on these drawings without creative labor.
图1为本发明实施例提供的一种应用场景的示意图;FIG. 1 is a schematic diagram of an application scenario provided by an embodiment of the present invention;
图2为本发明实施例提供的另一种应用场景的示意图;2 is a schematic diagram of another application scenario provided by an embodiment of the present invention;
图3为本发明实施例提供的雷达外参标定方法的流程图;3 is a flowchart of a method for calibrating radar external parameters provided by an embodiment of the present invention;
图4为本发明实施例提供的一种用户交互界面的示意图;4 is a schematic diagram of a user interaction interface provided by an embodiment of the present invention;
图5为本发明实施例提供的另一种用户交互界面的示意图;FIG. 5 is a schematic diagram of another user interaction interface provided by an embodiment of the present invention;
图6为本发明实施例提供的另一种用户交互界面的示意图;FIG. 6 is a schematic diagram of another user interaction interface provided by an embodiment of the present invention;
图7为本发明实施例提供的另一种用户交互界面的示意图;FIG. 7 is a schematic diagram of another user interaction interface provided by an embodiment of the present invention;
图8为本发明另一实施例提供的雷达外参标定方法的流程图;8 is a flowchart of a method for calibrating radar external parameters provided by another embodiment of the present invention;
图9为本发明实施例提供的雷达外参标定装置的结构图。Figure 9 is a structural diagram of a radar external parameter calibration device provided by an embodiment of the present invention.
附图标记:Reference signs:
11:车辆;         12:终端设备;      20:无人机;11: Vehicle; 12: Terminal equipment; 20: UAV;
21:通信模块;     22:终端设备;      40:用户交互界面;21: Communication module; 22: Terminal equipment; 40: User interaction interface;
41:参数输入区域; 42:显示区域;      43:输入框;41: parameter input area; 42: display area; 43: input box;
44:调节图标;     45:调节图标;      90:雷达外参标定装置;44: Adjustment icon; 45: Adjustment icon; 90: Radar external reference calibration device;
91:存储器;       92:处理;          93:显示组件。91: Memory; 92: Processing; 93: Display component.
具体实施方式detailed description
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚地描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不 是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The technical solutions in the embodiments of the present invention will be clearly described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative work shall fall within the protection scope of the present invention.
需要说明的是,当组件被称为“固定于”另一个组件,它可以直接在另一个组件上或者也可以存在居中的组件。当一个组件被认为是“连接”另一个组件,它可以是直接连接到另一个组件或者可能同时存在居中组件。It should be noted that when a component is referred to as being "fixed to" another component, it can be directly on the other component or a central component may also exist. When a component is considered to be "connected" to another component, it can be directly connected to another component or a centered component may exist at the same time.
除非另有定义,本文所使用的所有的技术和科学术语与属于本发明的技术领域的技术人员通常理解的含义相同。本文中在本发明的说明书中所使用的术语只是为了描述具体的实施例的目的,不是旨在于限制本发明。本文所使用的术语“及/或”包括一个或多个相关的所列项目的任意的和所有的组合。Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by those skilled in the technical field of the present invention. The terms used in the specification of the present invention herein are only for the purpose of describing specific embodiments, and are not intended to limit the present invention. The term "and/or" as used herein includes any and all combinations of one or more related listed items.
下面结合附图,对本发明的一些实施方式作详细说明。在不冲突的情况下,下述的实施例及实施例中的特征可以相互组合。Hereinafter, some embodiments of the present invention will be described in detail with reference to the accompanying drawings. In the case of no conflict, the following embodiments and features in the embodiments can be combined with each other.
图1为本发明实施例提供的一种应用场景的示意图。可移动平台例如为图1所示的车辆11,车辆11上设置有雷达,例如激光雷达,可选的,该车辆11上设置有多个激光雷达。由于每个激光雷达输出的点云都是以该激光雷达坐标系为参考的,从而导致不同激光雷达输出的点云所对应的坐标系不同。因此,为了能够将多个激光雷达分别输出的点云转换到同一坐标系下,需要确定不同激光雷达坐标系之间的转换关系,即不同激光雷达的外部参数,该外部参数记为外参。如图1所示,车辆11可以将多个激光雷达输出的点云发送给终端设备12,由终端设备12根据多个激光雷达分别输出的点云,确定每个激光雷达的外参。其中,终端设备12可以放置在该车辆11中。或者,终端设备12也可以不放置在该车辆11中,而是与车辆11进行远距离通信。Fig. 1 is a schematic diagram of an application scenario provided by an embodiment of the present invention. The movable platform is, for example, the vehicle 11 shown in FIG. 1. The vehicle 11 is provided with a radar, such as a lidar. Optionally, the vehicle 11 is provided with a plurality of lidars. Since the point cloud output by each laser radar is based on the coordinate system of the laser radar, the coordinate system corresponding to the point cloud output by different laser radars is different. Therefore, in order to be able to convert the point clouds respectively output by multiple lidars to the same coordinate system, it is necessary to determine the conversion relationship between different lidar coordinate systems, that is, the external parameters of different lidars, which are recorded as external parameters. As shown in FIG. 1, the vehicle 11 may send the point clouds output by multiple lidars to the terminal device 12, and the terminal device 12 determines the external parameters of each lidar according to the point clouds output by the multiple lidars. Wherein, the terminal device 12 can be placed in the vehicle 11. Alternatively, the terminal device 12 may not be placed in the vehicle 11, but may communicate with the vehicle 11 over a long distance.
图2为本发明实施例提供的另一种应用场景的示意图。在这种应用场景下,可移动平台例如为图2所示的无人机20,无人机20可搭载有多个雷达,例如多个激光雷达。21表示无人机20的通信模块,无人机20可通过该通信模块21将多个激光雷达分别输出的点云发送给终端设备22,该终端设备22可以是遥控器、手机、平板电脑、笔记本电脑等。终端设备22根据多个激光雷达分别输出的点云,确定每个激光雷达的外参。下面结合具体的实施例对雷达外参标定方法进行介绍。Figure 2 is a schematic diagram of another application scenario provided by an embodiment of the present invention. In this application scenario, the movable platform is, for example, the UAV 20 shown in FIG. 2, and the UAV 20 may be equipped with multiple radars, such as multiple lidars. 21 denotes the communication module of the UAV 20. The UAV 20 can send the point clouds output by multiple lidars to the terminal device 22 through the communication module 21. The terminal device 22 may be a remote control, a mobile phone, a tablet computer, Laptop etc. The terminal device 22 determines the external parameters of each laser radar according to the point clouds respectively output by multiple laser radars. The following describes the calibration method of radar external parameters in conjunction with specific embodiments.
本发明实施例提供一种雷达外参标定方法。图3为本发明实施例提供的雷达外参标定方法的流程图。如图3所示,本实施例中的方法,可以包括:The embodiment of the present invention provides a method for calibrating radar external parameters. Fig. 3 is a flowchart of a method for calibrating radar external parameters provided by an embodiment of the present invention. As shown in Figure 3, the method in this embodiment may include:
步骤S301、提供用户交互界面,所述用户交互界面包括参数输入区域和显示区域,所述参数输入区域用于供用户可视化地输入外参,所述显示区域用于显示雷达探测到的点云。Step S301: Provide a user interaction interface. The user interaction interface includes a parameter input area and a display area, the parameter input area is used for the user to visually input external parameters, and the display area is used to display the point cloud detected by the radar.
上述图1或图2所示的终端设备可提供有如图4所示的用户交互界面,具体的,如图4所示,用户交互界面40包括:参数输入区域41和显示区域42。可选的,所述参数输入区域包括所述每个雷达的标识信息。以图2为例,假设无人机20上搭载有3个激光雷达,相应的,参数输入区域41显示有3个激光雷达中每个激光雷达的标识信息,例如,0T9DFBC0040418、0T9DFBC0040429和0T9DFBC0040436。另外,参数输入区域41还显示有每个激光雷达对应的外参,该外参包括六个变量,例如,Roll、Pitch、Yaw、X、Y、Z。其中,Roll、Pitch、Yaw为旋转变量,X、Y、Z为平移变量。每个激光雷达输出的点云可通过对应激光雷达的外参进行空间中的位置转换,例如,0T9DFBC0040418所标识的激光雷达输出的点云可通过该激光雷达的外参中的Roll、Pitch、Yaw进行旋转,以及通过该激光雷达的外参中的X、Y、Z进行平移,从而实现该点云在空间中的位置转换。在初始状态下,每个激光雷达的外参的六个变量可以为0。The terminal device shown in FIG. 1 or FIG. 2 may be provided with a user interaction interface as shown in FIG. 4. Specifically, as shown in FIG. 4, the user interaction interface 40 includes: a parameter input area 41 and a display area 42. Optionally, the parameter input area includes identification information of each radar. Taking FIG. 2 as an example, assuming that the drone 20 is equipped with three lidars, correspondingly, the parameter input area 41 displays the identification information of each of the three lidars, for example, 0T9DFBC0040418, 0T9DFBC0040429, and 0T9DFBC0040436. In addition, the parameter input area 41 also displays the external parameters corresponding to each lidar. The external parameters include six variables, for example, Roll, Pitch, Yaw, X, Y, and Z. Among them, Roll, Pitch, Yaw are rotation variables, and X, Y, and Z are translation variables. The point cloud output by each lidar can be converted in space through the external parameters of the corresponding lidar. For example, the point cloud output by the lidar identified by 0T9DFBC0040418 can be passed through the Roll, Pitch, Yaw in the external parameters of the lidar. Rotate and translate through X, Y, Z in the external parameters of the lidar, so as to realize the position conversion of the point cloud in space. In the initial state, the six variables of the external parameters of each lidar can be zero.
另外,当终端设备接收到可移动平台,例如无人机发送的搭载于该无人机上的多个激光雷达探测到的点云时,该终端设备还可以将该多个激光雷达探测到的点云显示在显示区域42中。如图5所示,每个激光雷达的外参的六个变量为0,显示区域显示的点云是多个激光雷达探测到的点云。可以理解,当激光雷达的外参的六个变量均为0时,该激光雷达探测到的点云经过Roll、Pitch、Yaw旋转、经过X、Y、Z平移后,该激光雷达探测到的点云在空间中不发生位置转换。In addition, when the terminal device receives a movable platform, such as a point cloud detected by multiple lidars mounted on the drone, the terminal device can also detect the multiple lidar points. The cloud is displayed in the display area 42. As shown in Figure 5, the six variables of the external parameters of each lidar are 0, and the point cloud displayed in the display area is the point cloud detected by multiple lidars. It can be understood that when the six variables of the external parameters of the lidar are all 0, the point cloud detected by the lidar is rotated by Roll, Pitch, and Yaw, and translated by X, Y, and Z. The cloud does not change position in space.
步骤S302、获取用户在所述参数输入区域输入的多个雷达分别对应的外参,所述多个雷达设置在同一可移动平台上。Step S302: Obtain external parameters corresponding to multiple radars input by the user in the parameter input area, and the multiple radars are set on the same movable platform.
在本实施例中,用户可以可视化地在参数输入区域41中输入多个激 光雷达分别对应的外参,该多个激光雷达设置在同一可移动平台上,例如,该多个激光雷达同时设置在同一个无人机上。In this embodiment, the user can visually input the external parameters corresponding to multiple lidars in the parameter input area 41. The multiple lidars are set on the same movable platform. For example, the multiple lidars are set at the same time. On the same drone.
在一些实施例中,所述用户交互界面的所述参数输入区域包括所述每个雷达对应的外参的输入框。可选的,所述获取用户在所述参数输入区域输入的多个雷达分别对应的外参,包括:获取所述用户在所述输入框中输入的外参。In some embodiments, the parameter input area of the user interaction interface includes an input box of external parameters corresponding to each radar. Optionally, the obtaining the external parameters corresponding to the multiple radars input by the user in the parameter input area includes: obtaining the external parameters input by the user in the input box.
如图4所示,参数输入区域41包括每个雷达对应的外参的输入框,例如,43是0T9DFBC0040418所标识的雷达的外参中Roll的输入框,在该输入框43中,用户可以输入任意值,该值即为用户设置的该雷达的外参中Roll的值。如图6所示,用户在输入框43中输入了45。相应的,该终端设备可以根据用户在该输入框43中输入的数值,确定出该用户设置的0T9DFBC0040418所标识的雷达的外参中Roll的值。同理,该用户可以通过该方法设置该雷达的其他外参值,以及0T9DFBC0040429和0T9DFBC0040436分别标识的雷达的外参值。如图7所示,用户在参数输入区域设置了该3个雷达分别对应的外参值。As shown in Figure 4, the parameter input area 41 includes an input box for external parameters corresponding to each radar. For example, 43 is an input box for Roll in the external parameters of the radar identified by 0T9DFBC0040418. In the input box 43, the user can input Any value, the value is the value of Roll in the external parameters of the radar set by the user. As shown in FIG. 6, the user enters 45 in the input box 43. Correspondingly, the terminal device can determine the value of Roll in the external parameter of the radar identified by 0T9DFBC0040418 set by the user according to the value entered by the user in the input box 43. In the same way, the user can use this method to set other external parameter values of the radar, as well as the external parameter values of the radar identified by 0T9DFBC0040429 and 0T9DFBC0040436 respectively. As shown in Figure 7, the user has set the external parameter values corresponding to the three radars in the parameter input area.
步骤S303、根据所述多个雷达分别对应的外参,对所述多个雷达中每个雷达探测到的点云进行位置转换。Step S303: Perform position conversion on the point cloud detected by each radar in the multiple radars according to the external parameters corresponding to the multiple radars.
例如,该终端设备根据该3个雷达中每个雷达对应的外参,对相应的雷达探测到的点云进行位置转换。如图7所示,该终端设备根据0T9DFBC0040418所标识的雷达的外参即Roll=0、Pitch=1.1、Yaw=-60.6、X=0.1、Y=0.05、Z=0对该雷达探测到的点云进行位置转换。For example, the terminal device performs position conversion on the point cloud detected by the corresponding radar according to the external parameters corresponding to each of the three radars. As shown in Figure 7, the terminal equipment detects the points detected by the radar according to the external parameters of the radar identified by 0T9DFBC0040418, namely Roll=0, Pitch=1.1, Yaw=-60.6, X=0.1, Y=0.05, and Z=0 The cloud performs location conversion.
由于0T9DFBC0040429所标识的雷达的外参为0,则0T9DFBC0040429所标识的雷达探测到的点云经过该外参进行位置转换后,该点云的位置不发生变化。Since the external parameter of the radar identified by 0T9DFBC0040429 is 0, the position of the point cloud detected by the radar identified by 0T9DFBC0040429 is converted by the external parameter, and the position of the point cloud does not change.
该终端设备根据0T9DFBC0040436所标识的雷达的外参即Roll=0、Pitch=0.8、Yaw=60.2、X=0.06、Y=0、Z=0.03对该雷达探测到的点云进行位置转换。The terminal device performs position conversion on the point cloud detected by the radar according to the external parameters of the radar identified by 0T9DFBC0040436, namely Roll=0, Pitch=0.8, Yaw=60.2, X=0.06, Y=0, Z=0.03.
在一些实施例中,所述根据所述多个雷达分别对应的外参,对所述多个雷达中每个雷达探测到的点云进行位置转换之后,所述方法还包括:在所述显示区域显示所述位置转换后的点云。如图7所示,当终端设备根据 该3个雷达中每个雷达对应的外参,对相应的雷达探测到的点云进行位置转换后,还可以进一步将位置转换后的点云显示在显示区域中,如图7所示的左侧部分。该位置转换后的点云包括:0T9DFBC0040418所标识的雷达探测到的点云经过Roll=0、Pitch=1.1、Yaw=-60.6、X=0.1、Y=0.05、Z=0进行位置转换后的点云、0T9DFBC0040429所标识的雷达探测到的点云、以及0T9DFBC0040436所标识的雷达探测到的点云经过Roll=0、Pitch=0.8、Yaw=60.2、X=0.06、Y=0、Z=0.03进行位置转换后的点云。In some embodiments, after the position conversion is performed on the point cloud detected by each radar in the plurality of radars according to the external parameters respectively corresponding to the plurality of radars, the method further includes: The area displays the point cloud after the position conversion. As shown in Figure 7, when the terminal device converts the position of the point cloud detected by the corresponding radar according to the external parameters corresponding to each of the three radars, it can further display the point cloud after the position conversion on the display Area, as shown in the left part of Figure 7. The point cloud after the position conversion includes: the point cloud detected by the radar identified by 0T9DFBC0040418 after Roll=0, Pitch=1.1, Yaw=-60.6, X=0.1, Y=0.05, Z=0 after the position conversion The cloud, the point cloud detected by the radar identified by 0T9DFBC0040429, and the point cloud detected by the radar identified by 0T9DFBC0040436 are positioned after Roll=0, Pitch=0.8, Yaw=60.2, X=0.06, Y=0, Z=0.03 The converted point cloud.
步骤S304、若所述位置转换后的点云不在同一坐标系中,则获取所述用户在所述用户交互界面上对所述外参的调节操作,以确定所述每个雷达的目标外参,使得所述每个雷达探测到的点云经过所述每个雷达的目标外参进行位置转换后位于同一坐标系中。Step S304: If the point cloud after the position conversion is not in the same coordinate system, obtain the adjustment operation of the user on the external parameter on the user interaction interface to determine the target external parameter of each radar , So that the point cloud detected by each radar is located in the same coordinate system after performing position conversion on the target external parameters of each radar.
用户通过观测如图7所示的左侧部分,以确定经过位置转换后的点云是否在同一坐标系中,如果该用户确定经过位置转换后的点云不在同一坐标系中,则该用户可以在该用户交互界面上对至少一个雷达的外参进行调节操作。相应的,该终端设备获取该用户在该用户交互界面上对所述外参的调节操作。The user observes the left part as shown in Figure 7 to determine whether the point cloud after the position conversion is in the same coordinate system. If the user determines that the point cloud after the position conversion is not in the same coordinate system, the user can Adjust the external parameters of at least one radar on the user interaction interface. Correspondingly, the terminal device obtains the user's adjustment operation on the external parameter on the user interaction interface.
可选的,所述获取所述用户在所述用户交互界面上对所述外参的调节操作,包括:获取所述用户在所述输入框中对所述外参的修改操作。如图7所示,用户可以在输入框中重新输入每个雷达的外参。或者,用户可以先点击“更新”图标,使得每个雷达的外参重新归0,进一步重新在输入框中输入每个雷达的外参。相应的,该终端设备根据该用户在输入框中重新输入的外参和/或用户对“更新”图标的点击操作,获取用户对外参的修改操作。Optionally, the acquiring the user's adjustment operation on the external parameter on the user interaction interface includes: acquiring the user's modification operation on the external parameter in the input box. As shown in Figure 7, the user can re-enter the external parameters of each radar in the input box. Or, the user can first click the "update" icon to reset the external parameters of each radar to 0, and then re-enter the external parameters of each radar in the input box. Correspondingly, the terminal device obtains the user's external parameter modification operation according to the external parameter re-entered by the user in the input box and/or the user's click operation on the "update" icon.
当用户对每个雷达的外参修改完成后,该用户可以点击如图7所示的“确认”图标,此时,该终端设备可以根据每个雷达修改后的外参对相应雷达探测到的点云进行位置转换,进一步将位置转换后的点云显示在显示区域中。如果经过位置转换后的点云还不在同一坐标系中,则该用户可以继续调整每个雷达的外参。也就是说,当至少有一个雷达的外参发生变化时,该雷达探测到的点云在该显示区域中的位置就会发生变化。用户可不断调整各个雷达的外参、以及不断观测显示区域中显示的点云,当显示区 域中显示的点云位于同一坐标系中时,在用户交互界面中每个雷达标识对应的输入框中显示的输入值为该雷达的目标外参。When the user completes the modification of the external parameters of each radar, the user can click the "confirm" icon as shown in Figure 7. At this time, the terminal device can check the detected external parameters of each radar according to the modified external parameters of each radar. The point cloud performs position conversion, and the point cloud after the position conversion is further displayed in the display area. If the point cloud after the position conversion is not in the same coordinate system, the user can continue to adjust the external parameters of each radar. That is to say, when the external parameters of at least one radar change, the position of the point cloud detected by the radar in the display area will change. The user can continuously adjust the external parameters of each radar and continuously observe the point cloud displayed in the display area. When the point cloud displayed in the display area is in the same coordinate system, enter the input box corresponding to each radar identifier in the user interaction interface The displayed input value is the target external parameter of the radar.
在另一些实施例中,所述用户交互界面包括:至少一个调节图标;所述获取所述用户在所述用户交互界面上对所述外参的调节操作,包括:获取所述用户在所述用户交互界面上对所述外参的选择操作;在所述外参处于选中状态下,获取所述用户在所述用户交互界面上对所述至少一个调节图标的调节操作。In some other embodiments, the user interaction interface includes: at least one adjustment icon; the acquiring the user's adjustment operation of the external parameter on the user interaction interface includes: acquiring the user's A selection operation on the external parameter on the user interaction interface; when the external parameter is in a selected state, the user's adjustment operation on the at least one adjustment icon on the user interaction interface is acquired.
具体的,用户交互界面还可以包括至少一个调节图标,如图6所示,参数输入区域41包括两个调节图标,分别为调节图标44和调节图标45,此处只是示意性说明,在其他实施例中,该用户交互界面可以包括一个调节图标,也可以包括三个及三个以上调节图标。在本实施例中,调节图标44和调节图标45可用于调节任一个输入框中的外参值。例如,用户可以在参数输入区域41中选择任一个输入框,例如,用户选择输入框43,输入框43处于被选中状态。相应的,该终端设备获取用户对该输入框43的选择操作。在输入框43处于被选中状态下,用户可以在该用户交互界面上对调节图标44和调节图标45进行调节操作,例如,用户可以沿着逆时针方向滑动调节图标44和调节图标45。在调节图标44和调节图标45滑动的过程中,输入框43中的外参值发生变化,可选的,调节图标44和调节图标45中的一个用于粗调该外参值,另一个用于精调该外参值,本实施例不限定粗调和精调的具体精度。相应的,该终端设备可以获取该用户对调节图标44和调节图标45的调节操作,并根据该调节操作改变输入框43中的外参值。例如,在调节图标44和调节图标45逆时针转动的过程中,输入框43中的外参值逐渐增大;在调节图标44和调节图标45顺时针转动的过程中,输入框43中的外参值逐渐减小。也就是说,调节图标的转动量与该外参值的变化量成正比。Specifically, the user interaction interface may also include at least one adjustment icon. As shown in FIG. 6, the parameter input area 41 includes two adjustment icons, an adjustment icon 44 and an adjustment icon 45, which are only schematically described here, and are used in other implementations. In an example, the user interaction interface may include one adjustment icon, or may include three or more adjustment icons. In this embodiment, the adjustment icon 44 and the adjustment icon 45 can be used to adjust the external parameter value in any input box. For example, the user can select any input box in the parameter input area 41, for example, the user selects the input box 43, and the input box 43 is in a selected state. Correspondingly, the terminal device obtains the user's selection operation on the input box 43. When the input box 43 is in the selected state, the user can perform adjustment operations on the adjustment icon 44 and the adjustment icon 45 on the user interaction interface. For example, the user can slide the adjustment icon 44 and the adjustment icon 45 in a counterclockwise direction. During the sliding process of the adjustment icon 44 and the adjustment icon 45, the external parameter value in the input box 43 changes. Optionally, one of the adjustment icon 44 and the adjustment icon 45 is used for coarse adjustment of the external parameter value, and the other is used for For fine adjustment of the external parameter value, this embodiment does not limit the specific accuracy of the coarse adjustment and the fine adjustment. Correspondingly, the terminal device can acquire the adjustment operation of the user on the adjustment icon 44 and the adjustment icon 45, and change the external parameter value in the input box 43 according to the adjustment operation. For example, when the adjustment icon 44 and the adjustment icon 45 rotate counterclockwise, the external parameter value in the input box 43 gradually increases; while the adjustment icon 44 and the adjustment icon 45 rotate clockwise, the external parameter in the input box 43 is The parameter value gradually decreases. In other words, the amount of rotation of the adjustment icon is proportional to the amount of change in the external parameter value.
可选的,当所述用户在所述用户交互界面上对所述外参进行选择操作时,所述至少一个调节图标的调节量为初始状态。Optionally, when the user selects the external parameter on the user interaction interface, the adjustment amount of the at least one adjustment icon is an initial state.
例如,当用户选择除输入框43之外的其他输入框,以调节其他输入框中的外参值时,调节图标44和调节图标45的调节量变为初始状态,例如,调节图标44和调节图标45恢复到如图5所示的初始状态。For example, when the user selects input boxes other than the input box 43 to adjust the external parameter values in other input boxes, the adjustment amount of the adjustment icon 44 and the adjustment icon 45 becomes the initial state, for example, the adjustment icon 44 and the adjustment icon 45 returns to the initial state as shown in Figure 5.
在一些实施例中,用户对外参值的调节的另一种可实现方式是:在该外参值对应的输入框中输入新的外参值,再通过对调节图标44和调节图标45的调节操作,对该新的外参值进一步进行调整。In some embodiments, another achievable way for the user to adjust the external parameter value is: input the new external parameter value in the input box corresponding to the external parameter value, and then adjust the adjustment icon 44 and the adjustment icon 45 Operation to further adjust the new external parameter value.
本实施例通过提供用户交互界面,使得用户可以在该用户交互界面的参数输入区域中可视化地输入外参,并根据用户在该参数输入区域中输入的多个雷达分别对应的外参,对该多个雷达中每个雷达探测到的点云进行位置转换,若位置转换后的点云不在同一坐标系中,用户可以在该参数输入区域中可视化地调整多个雷达分别对应的外参,以确定每个雷达的目标外参,使得每个雷达探测到的点云经过每个雷达的目标外参进行位置转换后位于同一坐标系中,从而使得用户不需要非常复杂的算法设计以及合理的代码编写工作,即可很容易的确定出位于同一可移动平台的不同雷达之间的转换关系。In this embodiment, by providing a user interaction interface, the user can visually input external parameters in the parameter input area of the user interaction interface, and according to the external parameters corresponding to the multiple radars input by the user in the parameter input area, The point cloud detected by each radar in the multiple radars is converted into position. If the point cloud after the position conversion is not in the same coordinate system, the user can visually adjust the external parameters corresponding to the multiple radars in the parameter input area. Determine the target external parameters of each radar so that the point cloud detected by each radar is located in the same coordinate system after the position conversion of the target external parameters of each radar, so that users do not need very complex algorithm design and reasonable code By writing, you can easily determine the conversion relationship between different radars on the same movable platform.
本发明实施例提供一种雷达外参标定方法。图8为本发明另一实施例提供的雷达外参标定方法的流程图。如图8所示,在上述实施例的基础上,所述多个雷达包括:参考雷达和至少一个待标定雷达;如图7所示,0T9DFBC0040418、0T9DFBC0040429和0T9DFBC0040436分别标识同一个可移动平台上的3个不同的雷达,在本实施例中,以3个雷达中的一个为参考雷达,剩余两个雷达为待标定雷达,例如,以0T9DFBC0040429所标识的雷达为参考雷达,以0T9DFBC0040418和0T9DFBC0040436分别标识的雷达为待标定雷达。The embodiment of the present invention provides a method for calibrating radar external parameters. FIG. 8 is a flowchart of a method for calibrating radar external parameters according to another embodiment of the present invention. As shown in Figure 8, on the basis of the foregoing embodiment, the multiple radars include: a reference radar and at least one radar to be calibrated; as shown in Figure 7, 0T9DFBC0040418, 0T9DFBC0040429 and 0T9DFBC0040436 respectively identify the radar on the same movable platform Three different radars. In this embodiment, one of the three radars is used as the reference radar, and the remaining two radars are the radars to be calibrated. For example, the radar identified by 0T9DFBC0040429 is used as the reference radar, and 0T9DFBC0040418 and 0T9DFBC0040436 are respectively identified The radar is to be calibrated.
所述获取所述用户在所述用户交互界面上对所述外参的调节操作,以确定所述每个雷达的目标外参,使得所述每个雷达探测到的点云经过所述每个雷达的目标外参进行位置转换后位于同一坐标系中,可以包括:The acquiring the user's adjustment operation on the external parameters on the user interaction interface to determine the target external parameters of each radar, so that the point cloud detected by each radar passes through each The target external parameters of the radar are located in the same coordinate system after position conversion, which can include:
步骤S801、获取所述用户在所述用户交互界面上对所述待标定雷达的所述外参的调节操作。Step S801: Obtain an adjustment operation of the external parameter of the radar to be calibrated by the user on the user interaction interface.
具体的,以0T9DFBC0040429所标识的雷达为参考雷达,将该参考雷达的外参均设置为0,如图7所示。进一步,以0T9DFBC0040418标识的雷达为待标定雷达,用户可以在如图7所示的参数输入区域中不断的调整0T9DFBC0040418标识的雷达的外参,对外参的调节操作具体如上述实施例 所述,此处不再赘述。Specifically, the radar identified by 0T9DFBC0040429 is used as the reference radar, and the external parameters of the reference radar are all set to 0, as shown in FIG. 7. Further, the radar identified by 0T9DFBC0040418 is the radar to be calibrated, and the user can continuously adjust the external parameters of the radar identified by 0T9DFBC0040418 in the parameter input area as shown in FIG. 7. The adjustment operation of the external parameters is specifically as described in the above embodiment. I won't repeat it here.
步骤S802、根据所述用户在所述用户交互界面上对所述待标定雷达的所述外参的调节操作,确定所述待标定雷达的目标外参,使得所述待标定雷达探测到的点云经过所述待标定雷达的目标外参进行位置转换后位于所述参考雷达的坐标系中。Step S802: Determine the target external parameters of the radar to be calibrated according to the user's adjustment operation on the external parameters of the radar to be calibrated on the user interaction interface, so that the points detected by the radar to be calibrated The cloud is located in the coordinate system of the reference radar after performing position conversion on the target external parameters of the radar to be calibrated.
在用户调整0T9DFBC0040418标识的雷达外参的过程中,该终端设备可以实时的根据0T9DFBC0040418标识的雷达外参,对该雷达探测到的点云进行位置转换,并将该位置转换后的点云和该参考雷达探测到的点云显示在该用户交互界面中的显示区域中。用户可以在该显示区域中可视化地观测0T9DFBC0040418标识的雷达探测到的点云被该雷达调节后的外参进行位置转换后的点云和该参考雷达探测到的点云是否在同一坐标系中。如果该位置转换后的点云和该参考雷达探测到的点云不在同一坐标系中,则该用户可以在该参数输入区域中继续调整0T9DFBC0040418标识的雷达的外参,直到确定出0T9DFBC0040418标识的雷达的目标外参,使得0T9DFBC0040418标识的雷达探测到的点云经过该目标外参进行位置转换后的点云和该参考雷达探测到的点云在同一坐标系中。由于该参考雷达的外参均为0,相当于该参考雷达探测到的点云不经过位置转换,该参考雷达探测到的点云位于该参考雷达的坐标系中。因此,当0T9DFBC0040418标识的雷达探测到的点云经过该目标外参进行位置转换后的点云和该参考雷达探测到的点云在同一坐标系中时,0T9DFBC0040418标识的雷达探测到的点云经过该目标外参进行位置转换后的点云位于该参考雷达的坐标系中。When the user adjusts the radar external parameters identified by 0T9DFBC0040418, the terminal device can perform position conversion on the point cloud detected by the radar according to the radar external parameters identified by 0T9DFBC0040418 in real time, and convert the point cloud after the position conversion to the The point cloud detected by the reference radar is displayed in the display area of the user interaction interface. The user can visually observe in the display area whether the point cloud detected by the radar identified by 0T9DFBC0040418 is transformed by the external parameters adjusted by the radar and whether the point cloud detected by the reference radar is in the same coordinate system. If the point cloud after the position conversion and the point cloud detected by the reference radar are not in the same coordinate system, the user can continue to adjust the external parameters of the radar identified by 0T9DFBC0040418 in the parameter input area until the radar identified by 0T9DFBC0040418 is determined The target external parameter makes the point cloud detected by the radar identified by 0T9DFBC0040418 after the position conversion of the target external parameter and the point cloud detected by the reference radar are in the same coordinate system. Since the external parameters of the reference radar are all 0, it is equivalent that the point cloud detected by the reference radar does not undergo position conversion, and the point cloud detected by the reference radar is located in the coordinate system of the reference radar. Therefore, when the point cloud detected by the radar identified by 0T9DFBC0040418 is in the same coordinate system as the point cloud detected by the reference radar through the target external parameters, the point cloud detected by the radar identified by 0T9DFBC0040418 passes The point cloud after the position conversion of the target external parameter is located in the coordinate system of the reference radar.
同理,可以确定出0T9DFBC0040436标识的雷达的目标外参,使得0T9DFBC0040436标识的雷达探测到的点云经过该目标外参进行位置转换后的点云位于该参考雷达的坐标系中。In the same way, the target external parameters of the radar identified by 0T9DFBC0040436 can be determined, so that the point cloud detected by the radar identified by 0T9DFBC0040436 after the position conversion of the target external parameters is located in the coordinate system of the reference radar.
也就是说,以参考雷达的坐标系为参考坐标系,确定出的待标定雷达的目标外参是该待标定雷达的坐标系相对于该参考坐标系的转换关系,根据该待标定雷达的目标外参对该待标定雷达探测到的点云进行位置转换后的点云将位于该参考雷达的坐标系中。That is to say, taking the coordinate system of the reference radar as the reference coordinate system, the determined target external parameter of the radar to be calibrated is the conversion relationship between the coordinate system of the radar to be calibrated relative to the reference coordinate system, and according to the target of the radar to be calibrated The point cloud after position conversion of the point cloud detected by the external reference radar will be located in the coordinate system of the reference radar.
在一些实施例中,所述根据所述用户在所述用户交互界面上对所述待 标定雷达的所述外参的调节操作,确定所述待标定雷达的目标外参之后,所述方法还包括:根据所述参考雷达的坐标系相对于目标坐标系的转换关系,将所述参考雷达和所述待标定雷达探测到的点云转换到所述目标坐标系中。In some embodiments, after determining the target external parameters of the radar to be calibrated according to the user's adjustment operation on the external parameters of the radar to be calibrated on the user interaction interface, the method further The method includes: converting the point cloud detected by the reference radar and the radar to be calibrated into the target coordinate system according to the conversion relationship between the coordinate system of the reference radar and the target coordinate system.
由于参考雷达和待标定雷达均设置在同一个可移动平台上,参考雷达的坐标系不同于可移动平台的坐标系,也就是说,参考雷达的坐标系与该可移动平台的坐标系之间还存在着一定的转换关系。因此,本实施例还可以将可移动平台的坐标系作为目标坐标系,将参考雷达的坐标系中的点云转换到该目标坐标系中。该参考雷达的坐标系中的点云包括:该参考雷达探测到的点云、待标定雷达探测到的点云经过该待标定雷达对应的目标外参进行位置转换后的点云。Since the reference radar and the radar to be calibrated are both set on the same movable platform, the coordinate system of the reference radar is different from the coordinate system of the movable platform, that is to say, between the coordinate system of the reference radar and the coordinate system of the movable platform There is also a certain conversion relationship. Therefore, in this embodiment, the coordinate system of the movable platform can also be used as the target coordinate system, and the point cloud in the coordinate system of the reference radar can be converted into the target coordinate system. The point cloud in the coordinate system of the reference radar includes: the point cloud detected by the reference radar, and the point cloud detected by the radar to be calibrated through the target external parameters corresponding to the radar to be calibrated to perform position conversion.
可选的,所述目标坐标系为所述可移动平台的坐标系。所述可移动平台的坐标系的坐标原点为所述可移动平台上的预设点在地面上的投影点。在本实施例中,不限定该可移动平台的坐标系的坐标原点,该可移动平台的坐标系的坐标原点可以是该可移动平台上固定的一点,也可以是该可移动平台上固定的一点在地面上的投影点,例如,该可移动平台为车辆,该可移动平台的坐标系的坐标原点可以是该车辆底盘中心在地面上的投影点。Optionally, the target coordinate system is the coordinate system of the movable platform. The coordinate origin of the coordinate system of the movable platform is a projection point of a preset point on the movable platform on the ground. In this embodiment, the coordinate origin of the coordinate system of the movable platform is not limited. The coordinate origin of the coordinate system of the movable platform may be a fixed point on the movable platform or a fixed point on the movable platform. The projection point of a point on the ground. For example, the movable platform is a vehicle, and the coordinate origin of the coordinate system of the movable platform may be the projection point of the center of the vehicle chassis on the ground.
另外,在其他一些实施例中,该目标坐标系还可以是该可移动平台中某个雷达的坐标系,例如参考雷达的坐标系。In addition, in some other embodiments, the target coordinate system may also be a coordinate system of a radar in the movable platform, for example, a coordinate system of a reference radar.
本实施例通过以参考雷达的坐标系为参考坐标系,确定待标定雷达的目标外参,使得该待标定雷达探测到的点云经过该待标定雷达的目标外参进行位置转换后的点云位于该参考雷达的坐标系中,从而逐个确定每个待标定雷达的目标外参,相比于同时调整多个雷达的外参以确定每个雷达的目标外参,降低了计算量,提高了计算每个雷达目标外参的效率。In this embodiment, by taking the coordinate system of the reference radar as the reference coordinate system, the target external parameters of the radar to be calibrated are determined, so that the point cloud detected by the radar to be calibrated passes through the target external parameters of the radar to be calibrated for position conversion. It is located in the coordinate system of the reference radar, so that the target external parameters of each radar to be calibrated are determined one by one. Compared with adjusting the external parameters of multiple radars to determine the target external parameters of each radar at the same time, the calculation amount is reduced and the Calculate the efficiency of the external parameters of each radar target.
本发明实施例提供一种雷达外参标定装置。该雷达外参标定装置具体可以是上述实施例中的终端设备,也可以是该终端设备中能够执行上述雷达外参标定方法的部件。图9为本发明实施例提供的雷达外参标定装置的结构图,如图9所示,雷达外参标定装置90包括:存储器91、处理器92 和显示组件93;其中,显示组件93用于显示用户交互界面,所述用户交互界面包括参数输入区域和显示区域,所述参数输入区域用于供用户可视化地输入外参,所述显示区域用于显示雷达探测到的点云;存储器91用于存储程序代码;处理器92,调用所述程序代码,当程序代码被执行时,用于执行以下操作:获取用户在所述参数输入区域输入的多个雷达分别对应的外参,所述多个雷达设置在同一可移动平台上;根据所述多个雷达分别对应的外参,对所述多个雷达中每个雷达探测到的点云进行位置转换;若所述位置转换后的点云不在同一坐标系中,则获取所述用户在所述用户交互界面上对所述外参的调节操作,以确定所述每个雷达的目标外参,使得所述每个雷达探测到的点云经过所述每个雷达的目标外参进行位置转换后位于同一坐标系中。The embodiment of the invention provides a calibration device for radar external parameters. The device for calibrating radar external parameters may specifically be the terminal device in the above-mentioned embodiment, or it may be a component in the terminal device that can execute the above-mentioned method for calibrating radar external parameters. Fig. 9 is a structural diagram of a radar external parameter calibration device provided by an embodiment of the present invention. As shown in Fig. 9, the radar external parameter calibration device 90 includes a memory 91, a processor 92, and a display component 93; among them, the display component 93 is used for A user interaction interface is displayed. The user interaction interface includes a parameter input area and a display area. The parameter input area is used for the user to visually input external parameters. The display area is used to display the point cloud detected by the radar; The processor 92 calls the program code, and when the program code is executed, it is used to perform the following operations: obtain the external parameters corresponding to the multiple radars input by the user in the parameter input area, and the multiple Each radar is set on the same movable platform; according to the external parameters corresponding to the multiple radars, the position conversion is performed on the point cloud detected by each radar in the multiple radars; if the point cloud after the position conversion If they are not in the same coordinate system, the user's adjustment operation on the external parameters on the user interaction interface is obtained to determine the target external parameters of each radar, so that the point cloud detected by each radar The target external parameters of each radar are located in the same coordinate system after position conversion.
在一些实施例中,所述参数输入区域包括所述每个雷达的标识信息。In some embodiments, the parameter input area includes identification information of each radar.
在一些实施例中,所述用户交互界面的所述参数输入区域包括所述每个雷达对应的外参的输入框。In some embodiments, the parameter input area of the user interaction interface includes an input box of external parameters corresponding to each radar.
在一些实施例中,处理器92获取用户在所述参数输入区域输入的多个雷达分别对应的外参时,具体用于:获取所述用户在所述输入框中输入的外参。In some embodiments, when the processor 92 obtains the external parameters corresponding to the multiple radars input by the user in the parameter input area, it is specifically configured to: obtain the external parameters input by the user in the input box.
在一些实施例中,处理器92获取所述用户在所述用户交互界面上对所述外参的调节操作时,具体用于:获取所述用户在所述输入框中对所述外参的修改操作。In some embodiments, when the processor 92 obtains the user's adjustment operation of the external parameter on the user interaction interface, it is specifically configured to: obtain the user's adjustment of the external parameter in the input box. Modify operation.
在一些实施例中,所述用户交互界面包括:至少一个调节图标;处理器92获取所述用户在所述用户交互界面上对所述外参的调节操作时,具体用于:获取所述用户在所述用户交互界面上对所述外参的选择操作;在所述外参处于选中状态下,获取所述用户在所述用户交互界面上对所述至少一个调节图标的调节操作。In some embodiments, the user interaction interface includes: at least one adjustment icon; when the processor 92 obtains the adjustment operation of the external parameter by the user on the user interaction interface, it is specifically configured to: obtain the user A selection operation of the external parameter on the user interaction interface; and when the external parameter is in a selected state, an adjustment operation of the user on the at least one adjustment icon on the user interaction interface is acquired.
在一些实施例中,当所述用户在所述用户交互界面上对所述外参进行选择操作时,所述至少一个调节图标的调节量为初始状态。In some embodiments, when the user selects the external parameter on the user interaction interface, the adjustment amount of the at least one adjustment icon is an initial state.
在一些实施例中,所述多个雷达包括:参考雷达和至少一个待标定雷达;处理器92获取所述用户在所述用户交互界面上对所述外参的调节操作,以确定所述每个雷达的目标外参,使得所述每个雷达探测到的点云经 过所述每个雷达的目标外参进行位置转换后位于同一坐标系中时,具体用于:获取所述用户在所述用户交互界面上对所述待标定雷达的所述外参的调节操作;根据所述用户在所述用户交互界面上对所述待标定雷达的所述外参的调节操作,确定所述待标定雷达的目标外参,使得所述待标定雷达探测到的点云经过所述待标定雷达的目标外参进行位置转换后位于所述参考雷达的坐标系中。In some embodiments, the multiple radars include: a reference radar and at least one to-be-calibrated radar; the processor 92 obtains the adjustment operation of the external parameter on the user interaction interface by the user to determine the Target external parameters of each radar, so that the point cloud detected by each radar is located in the same coordinate system after the position conversion of the target external parameters of each radar is specifically used to: The adjustment operation of the external parameters of the radar to be calibrated on the user interaction interface; and the determination of the external parameters of the radar to be calibrated by the user on the user interaction interface The target external parameters of the radar are such that the point cloud detected by the radar to be calibrated is located in the coordinate system of the reference radar after the position conversion of the target external parameters of the radar to be calibrated.
在一些实施例中,处理器92根据所述用户在所述用户交互界面上对所述待标定雷达的所述外参的调节操作,确定所述待标定雷达的目标外参之后,还用于:根据所述参考雷达的坐标系相对于目标坐标系的转换关系,将所述参考雷达和所述待标定雷达探测到的点云转换到所述目标坐标系中。In some embodiments, after the processor 92 determines the target external parameters of the radar to be calibrated according to the user's adjustment operation on the external parameters of the radar to be calibrated on the user interaction interface, : Convert the point cloud detected by the reference radar and the radar to be calibrated into the target coordinate system according to the conversion relationship between the coordinate system of the reference radar and the target coordinate system.
在一些实施例中,所述目标坐标系为所述可移动平台的坐标系。In some embodiments, the target coordinate system is the coordinate system of the movable platform.
在一些实施例中,所述可移动平台的坐标系的坐标原点为所述可移动平台上的预设点在地面上的投影点。In some embodiments, the coordinate origin of the coordinate system of the movable platform is a projection point on the ground of a preset point on the movable platform.
在一些实施例中,处理器92根据所述多个雷达分别对应的外参,对所述多个雷达中每个雷达探测到的点云进行位置转换之后,还用于:控制显示组件93在所述显示区域显示所述位置转换后的点云。In some embodiments, the processor 92 performs position conversion on the point cloud detected by each radar in the plurality of radars according to the external parameters respectively corresponding to the plurality of radars, and is further configured to: The display area displays the point cloud after the position conversion.
本发明实施例提供的雷达外参标定装置的具体原理和实现方式均与上述实施例类似,此处不再赘述。The specific principles and implementation manners of the radar external parameter calibration device provided in the embodiment of the present invention are similar to those in the foregoing embodiment, and will not be repeated here.
本实施例通过提供用户交互界面,使得用户可以在该用户交互界面的参数输入区域中可视化地输入外参,并根据用户在该参数输入区域中输入的多个雷达分别对应的外参,对该多个雷达中每个雷达探测到的点云进行位置转换,若位置转换后的点云不在同一坐标系中,用户可以在该参数输入区域中可视化地调整多个雷达分别对应的外参,以确定每个雷达的目标外参,使得每个雷达探测到的点云经过每个雷达的目标外参进行位置转换后位于同一坐标系中,从而使得用户不需要非常复杂的算法设计以及合理的代码编写工作,即可很容易的确定出位于同一可移动平台的不同雷达之间的转换关系。In this embodiment, by providing a user interaction interface, the user can visually input external parameters in the parameter input area of the user interaction interface, and according to the external parameters corresponding to the multiple radars input by the user in the parameter input area, The point cloud detected by each radar in the multiple radars is converted into position. If the point cloud after the position conversion is not in the same coordinate system, the user can visually adjust the external parameters corresponding to the multiple radars in the parameter input area. Determine the target external parameters of each radar so that the point cloud detected by each radar is located in the same coordinate system after the position conversion of the target external parameters of each radar, so that users do not need very complex algorithm design and reasonable code By writing, you can easily determine the conversion relationship between different radars on the same movable platform.
另外,本实施例还提供一种计算机可读存储介质,其上存储有计算机 程序,所述计算机程序被处理器执行以实现上述实施例所述的雷达外参标定方法。In addition, this embodiment also provides a computer-readable storage medium on which a computer program is stored, and the computer program is executed by a processor to implement the radar external parameter calibration method described in the foregoing embodiment.
在本发明所提供的几个实施例中,应该理解到,所揭露的装置和方法,可以通过其它的方式实现。例如,以上所描述的装置实施例仅仅是示意性的,例如,所述单元的划分,仅仅为一种逻辑功能划分,实际实现时可以有另外的划分方式,例如多个单元或组件可以结合或者可以集成到另一个系统,或一些特征可以忽略,或不执行。另一点,所显示或讨论的相互之间的耦合或直接耦合或通信连接可以是通过一些接口,装置或单元的间接耦合或通信连接,可以是电性,机械或其它的形式。In the several embodiments provided by the present invention, it should be understood that the disclosed device and method may be implemented in other ways. For example, the device embodiments described above are merely illustrative. For example, the division of the units is only a logical function division, and there may be other divisions in actual implementation, for example, multiple units or components may be combined or It can be integrated into another system, or some features can be ignored or not implemented. In addition, the displayed or discussed mutual coupling or direct coupling or communication connection may be indirect coupling or communication connection through some interfaces, devices or units, and may be in electrical, mechanical or other forms.
所述作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部单元来实现本实施例方案的目的。The units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in one place, or they may be distributed on multiple network units. Some or all of the units may be selected according to actual needs to achieve the objectives of the solutions of the embodiments.
另外,在本发明各个实施例中的各功能单元可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中。上述集成的单元既可以采用硬件的形式实现,也可以采用硬件加软件功能单元的形式实现。In addition, the functional units in the various embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units may be integrated into one unit. The above-mentioned integrated unit can be realized in the form of hardware, or in the form of hardware plus software functional unit.
上述以软件功能单元的形式实现的集成的单元,可以存储在一个计算机可读取存储介质中。上述软件功能单元存储在一个存储介质中,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)或处理器(processor)执行本发明各个实施例所述方法的部分步骤。而前述的存储介质包括:U盘、移动硬盘、只读存储器(Read-Only Memory,ROM)、随机存取存储器(Random Access Memory,RAM)、磁碟或者光盘等各种可以存储程序代码的介质。The above-mentioned integrated unit implemented in the form of a software functional unit may be stored in a computer readable storage medium. The above-mentioned software functional unit is stored in a storage medium and includes several instructions to make a computer device (which may be a personal computer, a server, or a network device, etc.) or a processor (processor) execute the method described in the various embodiments of the present invention. Part of the steps. The aforementioned storage media include: U disk, mobile hard disk, read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory, RAM), magnetic disk or optical disk and other media that can store program code .
本领域技术人员可以清楚地了解到,为描述的方便和简洁,仅以上述各功能模块的划分进行举例说明,实际应用中,可以根据需要而将上述功能分配由不同的功能模块完成,即将装置的内部结构划分成不同的功能模块,以完成以上描述的全部或者部分功能。上述描述的装置的具体工作过程,可以参考前述方法实施例中的对应过程,在此不再赘述。Those skilled in the art can clearly understand that for the convenience and conciseness of the description, only the division of the above-mentioned functional modules is used as an example. In practical applications, the above-mentioned functions can be allocated by different functional modules as required, that is, the device The internal structure is divided into different functional modules to complete all or part of the functions described above. For the specific working process of the device described above, reference may be made to the corresponding process in the foregoing method embodiment, which is not repeated here.
最后应说明的是:以上各实施例仅用以说明本发明的技术方案,而非 对其限制;尽管参照前述各实施例对本发明进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分或者全部技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本发明各实施例技术方案的范围。Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, but not to limit it; although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand: The technical solutions recorded in the foregoing embodiments can still be modified, or some or all of the technical features can be equivalently replaced; these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the technical solutions of the embodiments of the present invention range.

Claims (25)

  1. 一种雷达外参标定方法,其特征在于,所述方法包括:A method for calibrating radar external parameters, characterized in that the method includes:
    提供用户交互界面,所述用户交互界面包括参数输入区域和显示区域,所述参数输入区域用于供用户可视化地输入外参,所述显示区域用于显示雷达探测到的点云;Provide a user interaction interface, the user interaction interface includes a parameter input area and a display area, the parameter input area is used for the user to visually input external parameters, and the display area is used to display the point cloud detected by the radar;
    获取用户在所述参数输入区域输入的多个雷达分别对应的外参,所述多个雷达设置在同一可移动平台上;Acquiring external parameters corresponding to multiple radars input by a user in the parameter input area, and the multiple radars are set on the same movable platform;
    根据所述多个雷达分别对应的外参,对所述多个雷达中每个雷达探测到的点云进行位置转换;Performing position conversion on the point cloud detected by each radar in the plurality of radars according to the external parameters respectively corresponding to the plurality of radars;
    若所述位置转换后的点云不在同一坐标系中,则获取所述用户在所述用户交互界面上对所述外参的调节操作,以确定所述每个雷达的目标外参,使得所述每个雷达探测到的点云经过所述每个雷达的目标外参进行位置转换后位于同一坐标系中。If the point cloud after the position conversion is not in the same coordinate system, acquire the user's adjustment operation on the external parameter on the user interaction interface to determine the target external parameter of each radar, so that The point cloud detected by each radar is located in the same coordinate system after being transformed by the target external parameters of each radar.
  2. 根据权利要求1所述的方法,其特征在于,所述参数输入区域包括所述每个雷达的标识信息。The method according to claim 1, wherein the parameter input area includes identification information of each radar.
  3. 根据权利要求1或2所述的方法,其特征在于,所述用户交互界面的所述参数输入区域包括所述每个雷达对应的外参的输入框。The method according to claim 1 or 2, wherein the parameter input area of the user interaction interface includes an input box of external parameters corresponding to each radar.
  4. 根据权利要求3所述的方法,其特征在于,所述获取用户在所述参数输入区域输入的多个雷达分别对应的外参,包括:The method according to claim 3, wherein the acquiring external parameters corresponding to the multiple radars input by the user in the parameter input area comprises:
    获取所述用户在所述输入框中输入的外参。Obtain the external parameters input by the user in the input box.
  5. 根据权利要求3所述的方法,其特征在于,所述获取所述用户在所述用户交互界面上对所述外参的调节操作,包括:The method according to claim 3, wherein the obtaining the adjustment operation of the user on the external parameter on the user interaction interface comprises:
    获取所述用户在所述输入框中对所述外参的修改操作。Obtain the modification operation of the user on the external parameter in the input box.
  6. 根据权利要求1-3任一项所述的方法,其特征在于,所述用户交互界面包括:至少一个调节图标;The method according to any one of claims 1-3, wherein the user interaction interface comprises: at least one adjustment icon;
    所述获取所述用户在所述用户交互界面上对所述外参的调节操作,包括:The obtaining the adjustment operation of the user on the external parameter on the user interaction interface includes:
    获取所述用户在所述用户交互界面上对所述外参的选择操作;Acquiring the user's selection operation of the external parameter on the user interaction interface;
    在所述外参处于选中状态下,获取所述用户在所述用户交互界面上对所述至少一个调节图标的调节操作。When the external parameter is in the selected state, acquiring the adjustment operation of the user on the at least one adjustment icon on the user interaction interface.
  7. 根据权利要求6所述的方法,其特征在于,当所述用户在所述用户交互界面上对所述外参进行选择操作时,所述至少一个调节图标的调节量为初始状态。The method according to claim 6, wherein when the user selects the external parameter on the user interaction interface, the adjustment amount of the at least one adjustment icon is an initial state.
  8. 根据权利要求1-7任一项所述的方法,其特征在于,所述多个雷达包括:参考雷达和至少一个待标定雷达;The method according to any one of claims 1-7, wherein the multiple radars comprise: a reference radar and at least one radar to be calibrated;
    所述获取所述用户在所述用户交互界面上对所述外参的调节操作,以确定所述每个雷达的目标外参,使得所述每个雷达探测到的点云经过所述每个雷达的目标外参进行位置转换后位于同一坐标系中,包括:The acquiring the user's adjustment operation on the external parameters on the user interaction interface to determine the target external parameters of each radar, so that the point cloud detected by each radar passes through each The target external parameters of the radar are located in the same coordinate system after position conversion, including:
    获取所述用户在所述用户交互界面上对所述待标定雷达的所述外参的调节操作;Acquiring the user's adjustment operation on the external parameters of the radar to be calibrated on the user interaction interface;
    根据所述用户在所述用户交互界面上对所述待标定雷达的所述外参的调节操作,确定所述待标定雷达的目标外参,使得所述待标定雷达探测到的点云经过所述待标定雷达的目标外参进行位置转换后位于所述参考雷达的坐标系中。According to the user's adjustment operation on the external parameters of the radar to be calibrated on the user interaction interface, the target external parameters of the radar to be calibrated are determined so that the point cloud detected by the radar to be calibrated passes through the The target external parameters of the radar to be calibrated are located in the coordinate system of the reference radar after position conversion.
  9. 根据权利要求8所述的方法,其特征在于,所述根据所述用户在所述用户交互界面上对所述待标定雷达的所述外参的调节操作,确定所述待标定雷达的目标外参之后,所述方法还包括:The method according to claim 8, wherein said determining the target external parameter of the radar to be calibrated according to the user's adjustment operation on the external parameters of the radar to be calibrated on the user interaction interface After the participation, the method further includes:
    根据所述参考雷达的坐标系相对于目标坐标系的转换关系,将所述参考雷达和所述待标定雷达探测到的点云转换到所述目标坐标系中。According to the conversion relationship between the coordinate system of the reference radar and the target coordinate system, the point cloud detected by the reference radar and the radar to be calibrated is converted into the target coordinate system.
  10. 根据权利要求9所述的方法,其特征在于,所述目标坐标系为所述可移动平台的坐标系。The method according to claim 9, wherein the target coordinate system is the coordinate system of the movable platform.
  11. 根据权利要求9所述的方法,其特征在于,所述可移动平台的坐标系的坐标原点为所述可移动平台上的预设点在地面上的投影点。The method according to claim 9, wherein the coordinate origin of the coordinate system of the movable platform is a projection point on the ground of a preset point on the movable platform.
  12. 根据权利要求1-11任一项所述的方法,其特征在于,所述根据所述多个雷达分别对应的外参,对所述多个雷达中每个雷达探测到的点云进行位置转换之后,所述方法还包括:The method according to any one of claims 1-11, wherein the position conversion is performed on the point cloud detected by each radar in the plurality of radars according to the external parameters corresponding to the plurality of radars respectively After that, the method further includes:
    在所述显示区域显示所述位置转换后的点云。The point cloud after the position conversion is displayed in the display area.
  13. 一种雷达外参标定装置,其特征在于,包括:存储器、处理器和显示组件,所述显示组件用于显示用户交互界面,所述用户交互界面包括参数输入区域和显示区域,所述参数输入区域用于供用户可视化地输入外 参,所述显示区域用于显示雷达探测到的点云;A device for calibrating radar external parameters, comprising: a memory, a processor, and a display component, the display component is used to display a user interaction interface, the user interaction interface includes a parameter input area and a display area, the parameter input The area is used for the user to visually input external parameters, and the display area is used to display the point cloud detected by the radar;
    所述存储器用于存储程序代码;The memory is used to store program code;
    所述处理器,调用所述程序代码,当程序代码被执行时,用于执行以下操作:The processor calls the program code, and when the program code is executed, is used to perform the following operations:
    获取用户在所述参数输入区域输入的多个雷达分别对应的外参,所述多个雷达设置在同一可移动平台上;Acquiring external parameters corresponding to multiple radars input by a user in the parameter input area, and the multiple radars are set on the same movable platform;
    根据所述多个雷达分别对应的外参,对所述多个雷达中每个雷达探测到的点云进行位置转换;Performing position conversion on the point cloud detected by each radar in the plurality of radars according to the external parameters respectively corresponding to the plurality of radars;
    若所述位置转换后的点云不在同一坐标系中,则获取所述用户在所述用户交互界面上对所述外参的调节操作,以确定所述每个雷达的目标外参,使得所述每个雷达探测到的点云经过所述每个雷达的目标外参进行位置转换后位于同一坐标系中。If the point cloud after the position conversion is not in the same coordinate system, acquire the user's adjustment operation on the external parameter on the user interaction interface to determine the target external parameter of each radar, so that The point cloud detected by each radar is located in the same coordinate system after being transformed by the target external parameters of each radar.
  14. 根据权利要求13所述的装置,其特征在于,所述参数输入区域包括所述每个雷达的标识信息。The device according to claim 13, wherein the parameter input area includes identification information of each radar.
  15. 根据权利要求13或14所述的装置,其特征在于,所述用户交互界面的所述参数输入区域包括所述每个雷达对应的外参的输入框。The device according to claim 13 or 14, wherein the parameter input area of the user interaction interface includes an input box of external parameters corresponding to each radar.
  16. 根据权利要求15所述的装置,其特征在于,所述处理器获取用户在所述参数输入区域输入的多个雷达分别对应的外参时,具体用于:The device according to claim 15, wherein when the processor obtains the external parameters corresponding to the multiple radars input by the user in the parameter input area, it is specifically configured to:
    获取所述用户在所述输入框中输入的外参。Obtain the external parameters input by the user in the input box.
  17. 根据权利要求15所述的装置,其特征在于,所述处理器获取所述用户在所述用户交互界面上对所述外参的调节操作时,具体用于:The device according to claim 15, wherein when the processor acquires the adjustment operation of the external parameter by the user on the user interaction interface, it is specifically configured to:
    获取所述用户在所述输入框中对所述外参的修改操作。Obtain the modification operation of the user on the external parameter in the input box.
  18. 根据权利要求13-15任一项所述的装置,其特征在于,所述用户交互界面包括:至少一个调节图标;The device according to any one of claims 13-15, wherein the user interaction interface comprises: at least one adjustment icon;
    所述处理器获取所述用户在所述用户交互界面上对所述外参的调节操作时,具体用于:When the processor obtains the adjustment operation of the external parameter by the user on the user interaction interface, it is specifically used to:
    获取所述用户在所述用户交互界面上对所述外参的选择操作;Acquiring the user's selection operation of the external parameter on the user interaction interface;
    在所述外参处于选中状态下,获取所述用户在所述用户交互界面上对所述至少一个调节图标的调节操作。When the external parameter is in the selected state, acquiring the adjustment operation of the user on the at least one adjustment icon on the user interaction interface.
  19. 根据权利要求18所述的装置,其特征在于,当所述用户在所述 用户交互界面上对所述外参进行选择操作时,所述至少一个调节图标的调节量为初始状态。The device according to claim 18, wherein when the user selects the external parameter on the user interaction interface, the adjustment amount of the at least one adjustment icon is an initial state.
  20. 根据权利要求13-19任一项所述的装置,其特征在于,所述多个雷达包括:参考雷达和至少一个待标定雷达;The device according to any one of claims 13-19, wherein the multiple radars comprise: a reference radar and at least one radar to be calibrated;
    所述处理器获取所述用户在所述用户交互界面上对所述外参的调节操作,以确定所述每个雷达的目标外参,使得所述每个雷达探测到的点云经过所述每个雷达的目标外参进行位置转换后位于同一坐标系中时,具体用于:The processor acquires the adjustment operation of the user on the external parameter on the user interaction interface to determine the target external parameter of each radar, so that the point cloud detected by each radar passes through the When the target external parameters of each radar are located in the same coordinate system after position conversion, they are specifically used for:
    获取所述用户在所述用户交互界面上对所述待标定雷达的所述外参的调节操作;Acquiring the user's adjustment operation on the external parameters of the radar to be calibrated on the user interaction interface;
    根据所述用户在所述用户交互界面上对所述待标定雷达的所述外参的调节操作,确定所述待标定雷达的目标外参,使得所述待标定雷达探测到的点云经过所述待标定雷达的目标外参进行位置转换后位于所述参考雷达的坐标系中。According to the user's adjustment operation on the external parameters of the radar to be calibrated on the user interaction interface, the target external parameters of the radar to be calibrated are determined so that the point cloud detected by the radar to be calibrated passes through the The target external parameters of the radar to be calibrated are located in the coordinate system of the reference radar after position conversion.
  21. 根据权利要求20所述的装置,其特征在于,所述处理器根据所述用户在所述用户交互界面上对所述待标定雷达的所述外参的调节操作,确定所述待标定雷达的目标外参之后,还用于:The device according to claim 20, wherein the processor determines the value of the radar to be calibrated according to the user's adjustment operation on the external parameters of the radar to be calibrated on the user interaction interface. After the target external parameter, it is also used to:
    根据所述参考雷达的坐标系相对于目标坐标系的转换关系,将所述参考雷达和所述待标定雷达探测到的点云转换到所述目标坐标系中。According to the conversion relationship between the coordinate system of the reference radar and the target coordinate system, the point cloud detected by the reference radar and the radar to be calibrated is converted into the target coordinate system.
  22. 根据权利要求21所述的装置,其特征在于,所述目标坐标系为所述可移动平台的坐标系。The device according to claim 21, wherein the target coordinate system is the coordinate system of the movable platform.
  23. 根据权利要求21所述的装置,其特征在于,所述可移动平台的坐标系的坐标原点为所述可移动平台上的预设点在地面上的投影点。The device according to claim 21, wherein the coordinate origin of the coordinate system of the movable platform is a projection point of a preset point on the movable platform on the ground.
  24. 根据权利要求13-23任一项所述的装置,其特征在于,所述处理器根据所述多个雷达分别对应的外参,对所述多个雷达中每个雷达探测到的点云进行位置转换之后,还用于:The device according to any one of claims 13-23, wherein the processor performs processing on the point cloud detected by each of the multiple radars according to the external parameters corresponding to the multiple radars. After the position is converted, it is also used to:
    控制所述显示组件在所述显示区域显示所述位置转换后的点云。Controlling the display component to display the point cloud after the position conversion in the display area.
  25. 一种计算机可读存储介质,其特征在于,其上存储有计算机程序,所述计算机程序被处理器执行以实现如权利要求1-12任一项所述的方法。A computer-readable storage medium, characterized in that a computer program is stored thereon, and the computer program is executed by a processor to implement the method according to any one of claims 1-12.
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