WO2022094853A1 - Location service method, terminal device, server and storage medium - Google Patents

Location service method, terminal device, server and storage medium Download PDF

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Publication number
WO2022094853A1
WO2022094853A1 PCT/CN2020/126730 CN2020126730W WO2022094853A1 WO 2022094853 A1 WO2022094853 A1 WO 2022094853A1 CN 2020126730 W CN2020126730 W CN 2020126730W WO 2022094853 A1 WO2022094853 A1 WO 2022094853A1
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Prior art keywords
aggregation
flight
information
location
service method
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PCT/CN2020/126730
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French (fr)
Chinese (zh)
Inventor
朱祖拯
杨文丹
谢莹郑民
林添兴
邓兆鹏
赵笑迎
郭斯佳
Original Assignee
深圳市大疆创新科技有限公司
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Priority to PCT/CN2020/126730 priority Critical patent/WO2022094853A1/en
Publication of WO2022094853A1 publication Critical patent/WO2022094853A1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/58Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/587Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using geographical or spatial information, e.g. location
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/60Control of cameras or camera modules

Definitions

  • the present application relates to the technical field of unmanned aerial vehicles, and in particular, to a location service method, terminal device, server and storage medium.
  • unmanned aerial vehicle technology With the development of unmanned aerial vehicle technology, the application of unmanned aerial vehicles has become more and more widespread and popular, for example, unmanned aerial vehicles can be maneuvered for entertainment, photography/video, surveillance, delivery or other applications.
  • Unmanned aerial vehicles have expanded the dimensions of personal life, however, as the use of unmanned aerial vehicles has become more commonplace, safety issues and challenges have arisen. In some cases, the user may be unfamiliar with aviation flight rules and not aware of appropriate flight positions.
  • the present application provides a location service method, a terminal device, a server and a storage medium, which can indicate a suitable flight location for a user.
  • an embodiment of the present application provides a location service method for a terminal device, and the method includes:
  • the flight aggregation information includes the flight heat information of several aggregation positions, and the flight aggregation information is obtained by aggregating the take-off position or aerial photography position in the multiple flight data of the unmanned aerial vehicle of;
  • the flight aggregation information corresponding to the target position is displayed on the display device of the terminal device.
  • an embodiment of the present application provides a location service method for a server, and the method includes:
  • the flight data includes the take-off position and/or the aerial photography position of the unmanned aerial vehicle;
  • Flight aggregation information includes flight heat information of several aggregation positions
  • the flight aggregation information is sent to the terminal device of the UAV, so that the terminal device displays the flight aggregation information.
  • an embodiment of the present application provides a terminal device, where the terminal device includes:
  • One or more processors working individually or collectively, to perform:
  • the flight aggregation information includes the flight heat information of several aggregation positions, and the flight aggregation information is obtained by aggregating the take-off position or aerial photography position in the multiple flight data of the unmanned aerial vehicle of;
  • the flight aggregation information corresponding to the target position is displayed on the display device of the terminal device.
  • an embodiment of the present application provides a server, where the server includes:
  • One or more processors working individually or collectively, to perform:
  • flight data of the unmanned aerial vehicle including the take-off position and/or the aerial photography position of the unmanned aerial vehicle
  • Flight aggregation information includes flight heat information of several aggregation positions
  • the flight aggregation information is sent to the terminal device of the UAV, so that the terminal device displays the flight aggregation information.
  • a computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, causes the processor to implement the above-mentioned method.
  • the embodiments of the present application provide a location service method, a terminal device, a server, and a storage medium.
  • a user is prompted for an appropriate take-off position and/or aerial photography position.
  • the flight aggregation information includes the flight heat information of several aggregation positions, and the flight aggregation information is obtained by aggregating the take-off positions or aerial photography positions in multiple flight data of the unmanned aerial vehicle; it can be processed according to the fusion of the flight data big data. , to get the flight popularity of different locations, so that users can choose a popular flight location or an unpopular flight location when preparing to shoot outside.
  • FIG. 1 is a schematic flowchart of a location service method provided by an embodiment of the present application.
  • FIG. 2 is a schematic diagram of data transmission between a terminal device and an unmanned aerial vehicle
  • FIG. 3 is a schematic diagram of displaying in-flight aggregation information in one embodiment
  • FIG. 4 is a schematic diagram of displaying flight aggregation information in another embodiment
  • FIG. 5 is a schematic flowchart of a location service method provided by another embodiment of the embodiment of the present application.
  • FIG. 6 is a schematic block diagram of a terminal device provided by an embodiment of the present application.
  • FIG. 7 is a schematic block diagram of a server provided by an embodiment of the present application.
  • FIG. 1 is a schematic flowchart of a location service method provided by an embodiment of the present application.
  • the location service method can be applied in a terminal device for interacting with a server to indicate a suitable flight location for the user, etc.; wherein the terminal device can include a mobile phone, a tablet computer, a notebook computer, a desktop computer, a personal digital assistant, and a wearable device. At least one of , remote control, etc.
  • the server can be an independent server or a server cluster.
  • the terminal device can communicate with the unmanned aerial vehicle.
  • the unmanned aerial vehicle may be a rotary-wing drone, such as a quad-rotor drone, a hexa-rotor drone, an octa-rotor drone, or a fixed-wing drone.
  • data is transmitted between the terminal equipment and the UAV through a wireless channel.
  • the wireless channel from the terminal device to the UAV is used for transmitting remote control data, such as transmitting flight control instructions and control instructions such as taking pictures, recording videos, and returning home.
  • the wireless channel from the UAV to the terminal device is used to transmit the data collected by the UAV, such as video, pictures, sensor data, and the data of the UAV.
  • the data collected by the UAV such as video, pictures, sensor data, and the data of the UAV.
  • the location service method includes steps S110 to S130.
  • the acquiring the target position includes: acquiring the positioning position of the terminal device. It can be understood that the target position may be the current position of the user, and the user may obtain information of flight locations near the current position.
  • the acquiring the target position includes: determining the target position according to a user's position determination operation.
  • the user may determine the target location through a location determination operation, for example, by dragging a positioning icon on the map to a specific location, clicking on a specific location on the map, or inputting a specific location through a key or voice, so as to determine the specific location.
  • a location determination operation for example, by dragging a positioning icon on the map to a specific location, clicking on a specific location on the map, or inputting a specific location through a key or voice, so as to determine the specific location.
  • the target position of course, it is not limited to this.
  • the position B can be determined as the target position through the position determination operation.
  • the display device of the terminal device displays the information of the flight locations near the position S, including the positions a, b, c, d, e, f and/or the positions that can be taken off.
  • Locations A and B where aerial photography is possible.
  • the position S is the positioning position of the terminal device
  • the position B is determined to be the target position.
  • the display device of the terminal device displays the information of the flight locations near the target position B, including the positions a and b that can be taken off. , c, d, e, f and/or positions A, B where aerial photography is possible.
  • the aggregation positions include positions a, b, c, d, e, f and/or positions A and B, and the flight heat information is used to indicate the unmanned aerial vehicle at the aggregation position.
  • historical flight data such as the number of takeoffs at the aggregated location and/or the number of aerial photography missions performed at the aggregated location.
  • the flight heat information includes the number of flights and/or a heat graphic mark, and the color and/or size of the heat graphic mark is determined according to the number of flights corresponding to the aggregated location.
  • the flight heat information includes the number of takeoffs. As shown in FIG. 4 , the number of takeoffs at the aggregated positions a, b, c, d, e, and f is displayed, wherein the number of unmanned aerial vehicles taking off at position f is 600.
  • the flight aggregation information includes a flight heat map
  • the flight heat map includes heat graphic identifiers located at the plurality of aggregation locations.
  • the server may obtain the flight heat map by visualizing the flight times of the several aggregated positions.
  • the color and/or size of the heat graphic logo of each aggregation location can be determined according to the number of flights at each aggregation location, and the flight heat map can be obtained by setting a heat graphic logo corresponding to the color and/or size at each aggregation location.
  • the flight heat information includes a heat graphic identifier.
  • a circular heat graphic identifier showing aggregation positions a, b, c, d, e, and f, wherein the larger the circle, the more the aggregation position.
  • the more the number of takeoffs is, for example, the largest circular heat graph in Figure 3 identifies the position f, which means that in the area near the current position S, there are more UAVs taking off at the position f.
  • the heat graphic logo is not limited to being circular, for example, it can also be square, cylindrical, and the like.
  • the number of flights corresponding to the aggregated location may be displayed on the heat graphic identifier, such as a circle, to facilitate the user's understanding.
  • the user may control the unmanned aerial vehicle to perform a flight mission at the corresponding aggregated position or a short distance from the aggregated position according to the displayed flight aggregation information corresponding to the target position, such as taking off at position f.
  • the aggregation position includes a first aggregation point of take-off positions, and the number of flights at the aggregation position includes the number of take-offs at the take-off position corresponding to the first aggregation point.
  • the aggregation positions include aggregation points a, b, c, d, e, and f of take-off positions
  • the number of flights at position f may include the number of take-offs at the take-off position corresponding to position f.
  • the take-off position corresponding to the first aggregation point includes a take-off position whose distance from the first aggregation point is less than or equal to a threshold. For example, if there are 600 sorties of UAVs taking off at different positions, but the distances from these positions to position f are less than or equal to the threshold, it can be determined that the number of take-offs for position f is 600.
  • the first aggregation point is obtained by aggregating several take-off positions. For example, if there are 600 unmanned aerial vehicles taking off at different positions, but these positions are aggregated to obtain the aggregation point f, the position can be determined. The number of takeoffs for f is 600.
  • the aggregation location includes a second aggregation point of aerial photography locations, and the number of flights at the aggregation location includes the number of aerial photography at the aerial photography location corresponding to the second aggregation point.
  • the aerial photography position represents the position where the unmanned aerial vehicle performs the aerial photography task.
  • a second aggregation point can be obtained by aggregating several aerial positions, such as position A and position B in FIG. 3 and FIG. 4 .
  • the number of aerial shots and/or the heat graphic logo of the corresponding aerial photography positions may be displayed at position A and position B, and the color and/or size of the heat graphic logo is determined according to the number of aerial shots corresponding to the aggregated positions.
  • the server may acquire flight data of the UAV, the flight data including the take-off position and/or the aerial photographing position of the UAV flying; The location is aggregated to obtain the flight aggregate information.
  • the server may send the flight aggregation information to the terminal device of the unmanned aerial vehicle, so that the terminal device displays the flight aggregation information.
  • the server may acquire flight data of multiple sorties of unmanned aerial vehicles, where the flight data includes take-off positions and/or aerial photography positions.
  • the first aggregation point and the number of take-offs of the first aggregation point can be obtained; The number of aerial shots of the second aggregation point and the second aggregation point.
  • the point aggregation processing includes at least one of the following: grid-based point aggregation processing, distance-based point aggregation processing, grid and distance-based point aggregation processing, and K-means-based point aggregation processing.
  • each location can be represented as a point on the map.
  • the algorithm principle of grid-based point aggregation processing is to first divide the visible area of the map into a square grid of fixed size, and then aggregate the points in the same grid into the square grid.
  • the default aggregation point is set to The center of the square; there is one aggregation point in each square grid after the final aggregation, and the number of points contained in the square grid can be obtained.
  • the algorithm principle of distance-based point aggregation processing is to judge aggregation according to the distance between points. Iteratively calculate the distance for each point. If the distance between the iterative point and the quasi-aggregation point is within the specified threshold range, then the iterative point will be aggregated to this point, otherwise it will be used as a new aggregation point; after each aggregation A new aggregation point needs to be recalculated. The new aggregation point is the center point of the iterative point and the aggregated point. In this cycle, the final aggregation point is the center point of multiple points after multiple iterations.
  • the grid and distance-based point aggregation process first takes each point as the center of the square, and wraps a square with a fixed side length, and the side length is the default value initially set by the user; then iterates the outsourced square of each point; If the outer square of the point intersects with the outer square of the existing aggregation point, the iteration point is aggregated into the aggregation point; if the outer square of the iteration point intersects with the outer squares of multiple known aggregation points, then compare the point to The distance of each aggregation point is aggregated into the aggregation point with a relatively short distance; if it does not intersect, a new aggregation point is created, and so on, until all the original points have been traversed.
  • the algorithm principle of point aggregation processing based on K-means is to use the distance between two points as a fusion index, and aggregate objects with a short distance.
  • the size of the grid corresponds to a square with a side length of 100-200 meters.
  • the side length corresponds to the length when the map scale is 1:1.
  • the distribution density of aggregation locations is more appropriate, which not only facilitates users to clearly understand the number of takeoffs or aerial shots at each aggregation location, but also facilitates users to accurately find the desired aggregation location.
  • the grid is a square area with a side length of 160 meters, and the landscapes captured by multiple take-off locations in this area will not be very different, nor will the division be too small to cause too many aggregation points. dense.
  • the target position may be sent to a server, and the server obtains the target position of the terminal device, and sends the flight aggregation information corresponding to the target position to the terminal device of the UAV, so that the terminal device can obtain the target position from the terminal device.
  • the server obtains the flight aggregation information corresponding to the target position.
  • the terminal device sends the current location to the server, and the server determines that the distance from the current location is less than or equal to a preset length, such as an aggregated location of 8 kilometers (km), and the aggregated location and the corresponding flight heat
  • a preset length such as an aggregated location of 8 kilometers (km)
  • the terminal device displays the aggregated position and the corresponding flight heat information on the display device, as shown in Figures 3 and 4 .
  • the flight aggregation information may be obtained from the server, and then the flight aggregation information corresponding to the target position is determined.
  • the server may send the flight aggregation information corresponding to a certain area, such as a certain country or a certain province, to the terminal device.
  • the distance of the target position is less than or equal to the aggregated position of the preset length and the corresponding flight heat information.
  • the determining the flight aggregation information corresponding to the target position includes: determining an aerial photographing position corresponding to the target position, and determining a first aggregation point whose distance from the aerial photographing position is less than a preset threshold. It is convenient for users to find a suitable take-off point, and can support users to go to the corresponding location.
  • an aerial photographing position corresponding to the target position may be determined, such as an aerial photographing position whose distance from the target position is less than or equal to a preset distance, or an aerial photographing position determined as the target position;
  • the first aggregation point whose distance is less than a preset threshold.
  • the terminal device may, according to the flight aggregation information corresponding to a certain area, such as a certain country or a certain province and city, determine the aerial photography position corresponding to the target position, and the first aggregation point whose distance from the aerial photography position is less than a preset threshold. .
  • the server determines a first aggregation point whose distance from the aerial photography position corresponding to the target position is less than a preset threshold, and sends the flight heat information of the first aggregation point to the terminal device of the unmanned aerial vehicle.
  • the terminal device may acquire, from the server, the first aggregation point whose distance from the aerial photography position corresponding to the target position is less than a preset threshold.
  • the terminal device may also display the flight heat information of each first aggregation point, for example, the number of takeoffs at position f is 600 times. Therefore, it may be recommended to the user, or the user may select the first aggregation point that is close to the aerial photography position and/or has a large number of takeoffs as the takeoff point of the UAV.
  • the determining the flight aggregation information corresponding to the target position includes: determining a second aggregation point corresponding to the target position, and determining a first aggregation whose distance from the second aggregation point is less than a preset threshold. point.
  • the second aggregation point corresponding to the target position may be determined as the target second aggregation point, and the target second aggregation point includes, for example, a second aggregation point whose distance from the target position is less than or equal to a preset distance, or includes determining a second aggregation point at the target position; and determining a first aggregation point whose distance from the target second aggregation point is less than a preset threshold. Therefore, the first convergence point that is closer to the target second convergence point and suitable for takeoff can be displayed, so as to prompt the user for a suitable takeoff position corresponding to the aerial photographed scene.
  • the terminal device may determine the second aggregation point corresponding to the target position according to the flight aggregation information corresponding to a certain area, such as a certain country or a certain province and city, and the second aggregation point whose distance from the second aggregation point is less than a preset threshold.
  • first aggregation point Or the server determines a first aggregation point whose distance from the second aggregation point corresponding to the target position is less than a preset threshold, and sends the flight heat information of the first aggregation point to the terminal device of the UAV.
  • the terminal device may acquire, from the server, the first aggregation point whose distance from the second aggregation point corresponding to the target position is less than a preset threshold.
  • the terminal device may also display the flight heat information of each first aggregation point, for example, the number of takeoffs at position f is 600 times. Therefore, it may be recommended to the user, or the user may select the first aggregation point that is close to the second aggregation point and/or has a large number of takeoffs as the take-off point of the UAV.
  • the method further includes: creating a take-off position and/or an aerial photo position according to a user's position creation operation; and sending the created take-off position and/or aerial photo position to the server.
  • the server may acquire the take-off position and/or the aerial photography position created by the user on the terminal device.
  • the take-off position and/or aerial photography positions created by the user on the terminal device and the take-off positions or aerial photography positions in the multiple flight data can be combined location to aggregate. Therefore, the sources of take-off positions and/or aerial photographing positions are wider, which facilitates the server to aggregate more take-off positions and/or aerial photographing positions, and facilitates finding more suitable aggregated positions of take-off positions and aerial photographing positions.
  • the flight restriction information for the aggregated locations is obtained from a server.
  • the server may send the flight restriction information of the several aggregated locations to the terminal device. Therefore, when the terminal device displays the flight aggregation information, such as the aggregation position, it can display the flight restriction information of the aggregation position, such as the restricted flying height and the restricted flying time period, etc., to remind the user and let the user know the flight restriction situation in the corresponding place.
  • the terminal device displays the flight aggregation information, such as the aggregation position
  • it can display the flight restriction information of the aggregation position, such as the restricted flying height and the restricted flying time period, etc., to remind the user and let the user know the flight restriction situation in the corresponding place.
  • the server may send the work information of the aerial photographic work obtained at the aerial photographing location to the terminal device.
  • the method further includes: acquiring, from a server, work information of an aerial photographic work captured at an aerial photographing position corresponding to the target position; and displaying the work information of the aerial photographing work. It is convenient for users to fully understand whether the aerial photography point is suitable for shooting.
  • the second aggregation point corresponding to the target position may be determined, and the work information of the aerial photography work obtained by determining the aerial photography position corresponding to the second aggregation point may be determined, and the work information may be taken as the aerial photography position corresponding to the target position. Get the work information of the aerial work.
  • the work information of the aerial photography work includes at least one of the following: a work link, a preview image, evaluation information, an aerial photography suggestion, and a work category. Therefore, the user can judge the quality of the aerial photographed works of each second aggregation point according to the work information of the aerial photographed works, so that the user can know the work situation of the corresponding location, so as to select a suitable aerial photographed location.
  • the evaluation information may include at least one of the following: want to fly/don't want to fly, rating/star rating.
  • Flight suggestions can include at least one of the following: signal interference, management personnel, dense housing, strong wind interference, and local flight restrictions.
  • the category of works may include at least one of the following: time-lapse photography, surround photography, panoramic photography, slow-motion photography, and the like.
  • the method further includes: obtaining the user's sharing information, evaluation information, aerial photography suggestions and/or work category settings for the aerial photography work; Category settings are sent to the server.
  • the server obtains the user's sharing information, evaluation information, aerial photography suggestion and/or work category setting of the aerial photographic work on the terminal device, so as to determine the work information of the aerial photographic work. It is beneficial to integrate more information, for example, providing users with more comprehensive information by providing users with comment information after aerial photography by other users.
  • the flight restriction information and the aerial photographic works photographed at the aerial photographing location are obtained by the server from different platforms.
  • the flight restriction information and work information can be displayed in a centralized manner, the advantages of different functional platforms can be aggregated, and the comprehensive service of searching for aerial photography locations can be provided for users in an all-round way.
  • the flight aggregation information includes flights at several aggregation positions.
  • Heat information the flight aggregation information is obtained by aggregating the take-off positions or aerial photography positions in multiple flight data of the unmanned aerial vehicle; the flight heat of different positions can be obtained according to the fusion processing of the flight data big data, so as to facilitate the user When preparing to shoot outside, choose a popular flight location or choose an unpopular flight location.
  • the take-off location of the user can be obtained by analyzing the flight records of the unmanned aerial vehicle, and then a point aggregation algorithm is used to determine several aggregated locations, and the take-off heat of each aggregated location is obtained.
  • the take-off position corresponding to the aerial photographed position may be determined, for example, according to the distance between the aggregated position of the take-off position and the aggregated position of the aerial photographed position, the corresponding take-off position is determined, so as to prompt the user of the appropriate take-off position corresponding to the aerial photographed scene.
  • the work information of the aerial photography work can be displayed, so that the user can know the quality of the photographed work at the aerial photography location, so as to select the photographing location.
  • aerial photography works can be obtained, as well as user's comments on the aerial photography works, such as sharing, comments, likes, etc., so as to enrich the work information of the aerial photography works.
  • the flight aggregation information, the flight restriction information and the work information of the aerial photography work may be simultaneously displayed on the display device of the terminal device, for example, on the aggregation position of the map, the restriction corresponding to the aggregation position is displayed. Flying information, and at the same time, the work information of the aerial photography works corresponding to the aerial photography location of the aggregated location is displayed.
  • FIG. 5 is a schematic flowchart of a location service method provided by another embodiment of the present application.
  • the location service method can be applied in a server for interacting with a terminal device, indicating a suitable flight location for the user and other processes.
  • the server may be an independent server or a server cluster; the terminal device may include at least one of a mobile phone, a tablet computer, a notebook computer, a desktop computer, a personal digital assistant, a wearable device, and a remote control.
  • the terminal device can communicate with the unmanned aerial vehicle.
  • the unmanned aerial vehicle may be a rotary-wing drone, such as a quad-rotor drone, a hexa-rotor drone, an octa-rotor drone, or a fixed-wing drone.
  • the wireless channel from the terminal device to the UAV is used for transmitting remote control data, such as transmitting flight control instructions and control instructions such as taking pictures, recording videos, and returning home.
  • the wireless channel from the UAV to the terminal device is used to transmit the data collected by the UAV, such as video, pictures, sensor data, and the data of the UAV.
  • the data collected by the UAV such as video, pictures, sensor data, and the data of the UAV.
  • the location service method of this embodiment includes steps S210 to S230.
  • S220 Aggregate the take-off positions or aerial photography positions in the plurality of flight data to obtain flight aggregation information, where the flight aggregation information includes flight heat information of several aggregation positions.
  • the flight heat information includes the number of flights and/or a heat graphic mark, and the color and/or size of the heat graphic mark is determined according to the number of flights corresponding to the aggregated location.
  • the in-flight aggregated information includes an in-flight heat map
  • the in-flight heat map includes thermal graphic identifiers located at the plurality of aggregated locations.
  • the method further includes: visualizing the flight times of the several aggregated positions to obtain the flight heat map.
  • the aggregation position includes a first aggregation point of take-off positions, and the number of flights at the aggregation position includes the number of take-offs at the take-off position corresponding to the first aggregation point;
  • the aggregation position includes a second aggregation point of aerial photography positions, and the number of flights at the aggregation position includes the number of aerial photography at the aerial photography position corresponding to the second aggregation point.
  • the aggregating the take-off positions or aerial photographing positions in the plurality of flight data to obtain the flight aggregation information includes: performing point aggregation processing on the take-off positions or aerial photographing positions in the plurality of flight data , to obtain several aggregation positions and the number of flights for each of the aggregation positions.
  • the point aggregation processing includes at least one of the following: grid-based point aggregation processing, distance-based point aggregation processing, grid and distance-based point aggregation processing, and K-means-based point aggregation processing.
  • the size of the grid corresponds to an actual distance of 100-200 meters.
  • the server may send the flight aggregation information corresponding to the target location of the terminal device to the terminal device.
  • the method further includes: acquiring the target location of the terminal device.
  • the sending the flight aggregation information to the terminal device of the unmanned aerial vehicle includes: sending the flight aggregation information corresponding to the target position to the terminal device of the unmanned aerial vehicle.
  • the sending the flight aggregation information to the terminal device of the unmanned aerial vehicle includes: determining a first aggregation point whose distance from the aerial photographing position corresponding to the target position is less than a preset threshold, and integrating the first aggregation The flight heat information of the point is sent to the terminal equipment of the UAV.
  • the sending the flight aggregation information to the terminal device of the unmanned aerial vehicle includes: determining a first aggregation point whose distance from the second aggregation point corresponding to the target position is less than a preset threshold, The flight heat information of the first aggregation point is sent to the terminal device of the unmanned aerial vehicle.
  • the method further includes: acquiring the take-off position and/or the aerial photography position created by the user on the terminal device.
  • the method further includes: the method further includes: sending the work information of the aerial photographic work obtained by shooting at the aerial photographing position to the terminal device.
  • the work information of the aerial photography work includes at least one of the following: a work link, a preview image, evaluation information, an aerial photography suggestion, and a work category.
  • the method further includes: acquiring the user's sharing information, evaluation information, aerial photography suggestions and/or work category settings of the aerial photography work on the terminal device.
  • the method further includes: sending the flight restriction information of the several aggregated locations to the terminal device.
  • the flight restriction information and the aerial photographic works photographed at the aerial photographing location are obtained from different platforms.
  • the flight data includes the take-off position and/or the aerial photographing position of the unmanned aerial vehicle; Or the aerial photography positions are aggregated to obtain the flight aggregation information, which includes the flight heat information of several aggregation positions; The data is fused to obtain the flight popularity of different locations, so that users can choose a popular flight location or an unpopular flight location when preparing to shoot outside.
  • FIG. 6 is a schematic block diagram of a terminal device 600 provided by an embodiment of the present application.
  • the terminal device 600 includes one or more processors 601, working individually or collectively, for performing the steps of the aforementioned location service method.
  • the terminal device 600 further includes a memory 602 .
  • the processor 601 and the memory 602 are connected through a bus 603, and the bus 603 is, for example, an I2C (Inter-integrated Circuit) bus.
  • I2C Inter-integrated Circuit
  • the processor 601 may be a micro-controller unit (Micro-controller Unit, MCU), a central processing unit (Central Processing Unit, CPU), or a digital signal processor (Digital Signal Processor, DSP) or the like.
  • MCU Micro-controller Unit
  • CPU Central Processing Unit
  • DSP Digital Signal Processor
  • the memory 602 may be a Flash chip, a read-only memory (ROM, Read-Only Memory) magnetic disk, an optical disk, a U disk, a mobile hard disk, and the like.
  • ROM Read-Only Memory
  • the memory 602 may be a Flash chip, a read-only memory (ROM, Read-Only Memory) magnetic disk, an optical disk, a U disk, a mobile hard disk, and the like.
  • the processor 601 is configured to run the computer program stored in the memory 602, and implement the steps of the aforementioned location service method when the computer program is executed.
  • the processor 601 is configured to run a computer program stored in the memory 602, and implement the following steps when executing the computer program:
  • the flight aggregation information includes the flight heat information of several aggregation positions, and the flight aggregation information is obtained by aggregating the take-off position or aerial photography position in the multiple flight data of the unmanned aerial vehicle of;
  • the flight aggregation information corresponding to the target position is displayed on the display device of the terminal device.
  • Embodiments of the present application further provide a computer-readable storage medium, where a computer program is stored in the computer-readable storage medium, and when the computer program is executed by a processor, the processor enables the processor to implement the location service method provided by the foregoing embodiments. step.
  • the computer-readable storage medium may be an internal storage unit of the terminal device described in any of the foregoing embodiments, such as a hard disk or a memory of the terminal device.
  • the computer-readable storage medium may also be an external storage device of the terminal device, such as a plug-in hard disk equipped on the terminal device, a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD) ) card, Flash Card, etc.
  • FIG. 7 is a schematic block diagram of a server 700 provided by an embodiment of the present application.
  • the server 700 includes one or more processors 701, operating individually or collectively, for performing the steps of the aforementioned location service method.
  • server 700 further includes memory 702 .
  • the processor 701 and the memory 702 are connected through a bus 703, and the bus 703 is, for example, an I2C (Inter-integrated Circuit) bus.
  • I2C Inter-integrated Circuit
  • the processor 701 may be a micro-controller unit (Micro-controller Unit, MCU), a central processing unit (Central Processing Unit, CPU) or a digital signal processor (Digital Signal Processor, DSP) or the like.
  • MCU Micro-controller Unit
  • CPU Central Processing Unit
  • DSP Digital Signal Processor
  • the memory 702 may be a Flash chip, a read-only memory (ROM, Read-Only Memory) magnetic disk, an optical disk, a U disk, a mobile hard disk, and the like.
  • ROM Read-Only Memory
  • the memory 702 may be a Flash chip, a read-only memory (ROM, Read-Only Memory) magnetic disk, an optical disk, a U disk, a mobile hard disk, and the like.
  • the processor 701 is configured to run a computer program stored in the memory 702, and when executing the computer program, implement the steps of the aforementioned method for location service for a server.
  • the processor 701 is configured to run a computer program stored in the memory 702, and implement the following steps when executing the computer program:
  • flight data of the unmanned aerial vehicle including the take-off position and/or the aerial photography position of the unmanned aerial vehicle
  • Flight aggregation information includes flight heat information of several aggregation positions
  • the flight aggregation information is sent to the terminal device of the UAV, so that the terminal device displays the flight aggregation information.
  • Embodiments of the present application further provide a computer-readable storage medium, where a computer program is stored in the computer-readable storage medium, the computer program includes program instructions, and when the computer program is executed by a processor, the processor implements the The steps of the location service method for a server provided by the above embodiments.
  • the computer-readable storage medium may be an internal storage unit of the server described in any of the foregoing embodiments, such as a hard disk or a memory of the server.
  • the computer-readable storage medium may also be an external storage device of the server, such as a plug-in hard disk, a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD) card equipped on the server , Flash Card (Flash Card) and so on.

Abstract

A location service method, comprising: acquiring a target location (S110); determining flight aggregation information corresponding to the target location, the flight aggregation information comprising flight popularity information of several aggregation locations, and the flight aggregation information being obtained by aggregating takeoff locations or aerial locations in flight data of an unmanned aerial vehicle (S120); and displaying the flight aggregation information corresponding to the target location (S130). The present application can indicate a suitable flight location to a user. Also provided are a terminal device, a server and a storage medium.

Description

位置服务方法、终端设备、服务器和存储介质Location service method, terminal device, server and storage medium 技术领域technical field
本申请涉及无人飞行器技术领域,尤其涉及一种位置服务方法、终端设备、服务器和存储介质。The present application relates to the technical field of unmanned aerial vehicles, and in particular, to a location service method, terminal device, server and storage medium.
背景技术Background technique
随着无人飞行器技术的发展,无人飞行器的应用越来越广泛和普及,例如,可以操纵无人飞行器用于娱乐、摄影/摄像、监视、递送或其他应用。无人飞行器拓展了个人生活的维度,然而,随着无人飞行器的使用变得愈加普遍,出现了安全问题和挑战。在一些情况下,用户可能不熟悉航空飞行规则,不了解合适的飞行位置。With the development of unmanned aerial vehicle technology, the application of unmanned aerial vehicles has become more and more widespread and popular, for example, unmanned aerial vehicles can be maneuvered for entertainment, photography/video, surveillance, delivery or other applications. Unmanned aerial vehicles have expanded the dimensions of personal life, however, as the use of unmanned aerial vehicles has become more commonplace, safety issues and challenges have arisen. In some cases, the user may be unfamiliar with aviation flight rules and not aware of appropriate flight positions.
发明内容SUMMARY OF THE INVENTION
本申请提供了一种位置服务方法、终端设备、服务器和存储介质,能够为用户指示合适的飞行地点。The present application provides a location service method, a terminal device, a server and a storage medium, which can indicate a suitable flight location for a user.
第一方面,本申请实施例提供了一种位置服务方法,用于终端设备,所述方法包括:In a first aspect, an embodiment of the present application provides a location service method for a terminal device, and the method includes:
获取目标位置;get the target location;
确定所述目标位置对应的飞行聚合信息,所述飞行聚合信息包括若干聚合位置的飞行热度信息,所述飞行聚合信息是对无人飞行器的多个飞行数据中的起飞位置或航拍位置进行聚合得到的;Determine the flight aggregation information corresponding to the target position, the flight aggregation information includes the flight heat information of several aggregation positions, and the flight aggregation information is obtained by aggregating the take-off position or aerial photography position in the multiple flight data of the unmanned aerial vehicle of;
在所述终端设备的显示装置显示所述目标位置对应的飞行聚合信息。The flight aggregation information corresponding to the target position is displayed on the display device of the terminal device.
第二方面,本申请实施例提供了一种位置服务方法,用于服务器,所述方法包括:In a second aspect, an embodiment of the present application provides a location service method for a server, and the method includes:
获取无人飞行器的飞行数据,所述飞行数据包括所述无人飞行器飞行的起 飞位置和/或航拍位置;Obtain the flight data of the unmanned aerial vehicle, the flight data includes the take-off position and/or the aerial photography position of the unmanned aerial vehicle;
对多个飞行数据中的所述起飞位置或航拍位置进行聚合,得到飞行聚合信息,所述飞行聚合信息包括若干聚合位置的飞行热度信息;Aggregating the take-off positions or aerial photography positions in the plurality of flight data to obtain flight aggregation information, where the flight aggregation information includes flight heat information of several aggregation positions;
将所述飞行聚合信息发送给无人飞行器的终端设备,以便所述终端设备显示所述飞行聚合信息。The flight aggregation information is sent to the terminal device of the UAV, so that the terminal device displays the flight aggregation information.
第三方面,本申请实施例提供了一种终端设备,所述终端设备包括:In a third aspect, an embodiment of the present application provides a terminal device, where the terminal device includes:
一个或多个处理器,单独地或共同地工作,用于执行:One or more processors, working individually or collectively, to perform:
获取目标位置;get the target location;
确定所述目标位置对应的飞行聚合信息,所述飞行聚合信息包括若干聚合位置的飞行热度信息,所述飞行聚合信息是对无人飞行器的多个飞行数据中的起飞位置或航拍位置进行聚合得到的;Determine the flight aggregation information corresponding to the target position, the flight aggregation information includes the flight heat information of several aggregation positions, and the flight aggregation information is obtained by aggregating the take-off position or aerial photography position in the multiple flight data of the unmanned aerial vehicle of;
在所述终端设备的显示装置显示所述目标位置对应的飞行聚合信息。The flight aggregation information corresponding to the target position is displayed on the display device of the terminal device.
第四方面,本申请实施例提供了一种服务器,所述服务器包括:In a fourth aspect, an embodiment of the present application provides a server, where the server includes:
一个或多个处理器,单独地或共同地工作,用于执行:One or more processors, working individually or collectively, to perform:
获取无人飞行器的飞行数据,所述飞行数据包括所述无人飞行器飞行的起飞位置和/或航拍位置;acquiring flight data of the unmanned aerial vehicle, the flight data including the take-off position and/or the aerial photography position of the unmanned aerial vehicle;
对多个飞行数据中的所述起飞位置或航拍位置进行聚合,得到飞行聚合信息,所述飞行聚合信息包括若干聚合位置的飞行热度信息;Aggregating the take-off positions or aerial photography positions in the plurality of flight data to obtain flight aggregation information, where the flight aggregation information includes flight heat information of several aggregation positions;
将所述飞行聚合信息发送给无人飞行器的终端设备,以便所述终端设备显示所述飞行聚合信息。The flight aggregation information is sent to the terminal device of the UAV, so that the terminal device displays the flight aggregation information.
第五方面,计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时使所述处理器实现上述的方法。In a fifth aspect, a computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, causes the processor to implement the above-mentioned method.
本申请实施例提供了一种位置服务方法、终端设备、服务器和存储介质,通过在所述终端设备的显示装置显示飞行聚合信息,提示用户合适的起飞位置和/或航拍位置,具体的,所述飞行聚合信息包括若干聚合位置的飞行热度信息,所述飞行聚合信息是对无人飞行器的多个飞行数据中的起飞位置或航拍位置进行聚合得到的;可以根据对飞行数据大数据进行融合处理,得到不同位置的飞行热度,以便用户准备外拍时候,选择热门的飞行地点或选择冷门的飞行地点。The embodiments of the present application provide a location service method, a terminal device, a server, and a storage medium. By displaying flight aggregation information on a display device of the terminal device, a user is prompted for an appropriate take-off position and/or aerial photography position. The flight aggregation information includes the flight heat information of several aggregation positions, and the flight aggregation information is obtained by aggregating the take-off positions or aerial photography positions in multiple flight data of the unmanned aerial vehicle; it can be processed according to the fusion of the flight data big data. , to get the flight popularity of different locations, so that users can choose a popular flight location or an unpopular flight location when preparing to shoot outside.
应当理解的是,以上的一般描述和后文的细节描述仅是示例性和解释性的,并不能限制本申请实施例的公开内容。It should be understood that the above general description and the following detailed description are only exemplary and explanatory, and do not limit the disclosure of the embodiments of the present application.
附图说明Description of drawings
为了更清楚地说明本申请实施例的技术方案,下面将对实施例描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图是本申请的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to explain the technical solutions of the embodiments of the present application more clearly, the following briefly introduces the accompanying drawings used in the description of the embodiments. Obviously, the drawings in the following description are some embodiments of the present application. For those of ordinary skill in the art, other drawings can also be obtained from these drawings without any creative effort.
图1是本申请实施例提供的一种位置服务方法的流程示意图;1 is a schematic flowchart of a location service method provided by an embodiment of the present application;
图2是终端设备和无人飞行器之间进行数据传输的示意图;2 is a schematic diagram of data transmission between a terminal device and an unmanned aerial vehicle;
图3是一实施方式中显示飞行聚合信息的示意图;3 is a schematic diagram of displaying in-flight aggregation information in one embodiment;
图4是另一实施方式中显示飞行聚合信息的示意图;4 is a schematic diagram of displaying flight aggregation information in another embodiment;
图5是本申请实施例另一实施例提供的一种位置服务方法的流程示意图;FIG. 5 is a schematic flowchart of a location service method provided by another embodiment of the embodiment of the present application;
图6是本申请实施例提供的一种终端设备的示意性框图;6 is a schematic block diagram of a terminal device provided by an embodiment of the present application;
图7是本申请实施例提供的一种服务器的示意性框图。FIG. 7 is a schematic block diagram of a server provided by an embodiment of the present application.
具体实施方式Detailed ways
下面将结合本申请实施例中的附图,对本申请实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本申请一部分实施例,而不是全部的实施例。基于本申请中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本申请保护的范围。The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present application.
附图中所示的流程图仅是示例说明,不是必须包括所有的内容和操作/步骤,也不是必须按所描述的顺序执行。例如,有的操作/步骤还可以分解、组合或部分合并,因此实际执行的顺序有可能根据实际情况改变。The flowcharts shown in the figures are for illustration only, and do not necessarily include all contents and operations/steps, nor do they have to be performed in the order described. For example, some operations/steps can also be decomposed, combined or partially combined, so the actual execution order may be changed according to the actual situation.
下面结合附图,对本申请的一些实施方式作详细说明。在不冲突的情况下,下述的实施例及实施例中的特征可以相互组合。Some embodiments of the present application will be described in detail below with reference to the accompanying drawings. The embodiments described below and features in the embodiments may be combined with each other without conflict.
请参阅图1,图1是本申请实施例提供的一种位置服务方法的流程示意图。所述位置服务方法可以应用在终端设备中,用于与服务器交互,指示用户合适的飞行地点等过程;其中终端设备可以包括手机、平板电脑、笔记本电脑、台式电脑、个人数字助理、穿戴式设备、遥控器等中的至少一项,服务器可以为独立的服务器,也可以为服务器集群。Please refer to FIG. 1. FIG. 1 is a schematic flowchart of a location service method provided by an embodiment of the present application. The location service method can be applied in a terminal device for interacting with a server to indicate a suitable flight location for the user, etc.; wherein the terminal device can include a mobile phone, a tablet computer, a notebook computer, a desktop computer, a personal digital assistant, and a wearable device. At least one of , remote control, etc. The server can be an independent server or a server cluster.
示例性的,如图2所示,终端设备能够与无人飞行器通信连接。进一步而言,无人飞行器可以为旋翼型无人机,例如四旋翼无人机、六旋翼无人机、八旋翼无人机,也可以是固定翼无人机。Exemplarily, as shown in FIG. 2 , the terminal device can communicate with the unmanned aerial vehicle. Further, the unmanned aerial vehicle may be a rotary-wing drone, such as a quad-rotor drone, a hexa-rotor drone, an octa-rotor drone, or a fixed-wing drone.
进一步而言,终端设备和无人飞行器之间通过无线信道传输数据。Further, data is transmitted between the terminal equipment and the UAV through a wireless channel.
示例性的,如图2所示,从终端设备到无人飞行器的无线信道,称为上行信道,用于传输遥控数据,例如传输飞控指令以及拍照、录像、返航等控制指令。Exemplarily, as shown in FIG. 2 , the wireless channel from the terminal device to the UAV, called the uplink channel, is used for transmitting remote control data, such as transmitting flight control instructions and control instructions such as taking pictures, recording videos, and returning home.
示例性的,如图2所示,从无人飞行器到终端设备的无线信道,称为下行信道,用于传输无人飞行器采集到的数据,例如视频、图片、传感器数据、以及无人飞行器的位置信息、状态信息(OSD)等。Exemplarily, as shown in Figure 2, the wireless channel from the UAV to the terminal device, called the downlink channel, is used to transmit the data collected by the UAV, such as video, pictures, sensor data, and the data of the UAV. Location information, status information (OSD), etc.
如图1所示,本申请实施例的位置服务方法包括步骤S110至步骤S130。As shown in FIG. 1 , the location service method according to the embodiment of the present application includes steps S110 to S130.
S110、获取目标位置。S110. Obtain the target position.
在一些实施方式中,所述获取目标位置,包括:获取所述终端设备的定位位置。可以理解的,目标位置可以是用户当前所处的位置,用户可以获取当前位置附近的飞行地点的信息。In some implementation manners, the acquiring the target position includes: acquiring the positioning position of the terminal device. It can be understood that the target position may be the current position of the user, and the user may obtain information of flight locations near the current position.
在另一些实施方式中,所述获取目标位置,包括:根据用户的位置确定操作确定所述目标位置。In other implementations, the acquiring the target position includes: determining the target position according to a user's position determination operation.
示例性的,用户可以通过位置确定操作确定所述目标位置,例如通过在地图中拖动定位图标到特定位置、在地图中点击特定位置、通过按键或语音输入特定位置,以将该特定位置确定为目标位置,当然也不限于此。例如,用户需要在位置B拍摄飞行时,可以通过位置确定操作确定位置B为所述目标位置。Exemplarily, the user may determine the target location through a location determination operation, for example, by dragging a positioning icon on the map to a specific location, clicking on a specific location on the map, or inputting a specific location through a key or voice, so as to determine the specific location. As the target position, of course, it is not limited to this. For example, when the user needs to photograph the flight at the position B, the position B can be determined as the target position through the position determination operation.
如图3所示,确定位置S是所述目标位置,终端设备的显示装置显示了位置S附近的飞行地点的信息,包括可以起飞的位置a、b、c、d、e、f和/或可以航拍的位置A、B。As shown in FIG. 3 , it is determined that the position S is the target position, and the display device of the terminal device displays the information of the flight locations near the position S, including the positions a, b, c, d, e, f and/or the positions that can be taken off. Locations A and B where aerial photography is possible.
如图4所示,确定位置S是终端设备的定位位置,确定位置B为所述目标位置,终端设备的显示装置显示了目标位置B附近的飞行地点的信息,包括可以起飞的位置a、b、c、d、e、f和/或可以航拍的位置A、B。As shown in FIG. 4 , it is determined that the position S is the positioning position of the terminal device, and the position B is determined to be the target position. The display device of the terminal device displays the information of the flight locations near the target position B, including the positions a and b that can be taken off. , c, d, e, f and/or positions A, B where aerial photography is possible.
S120、确定所述目标位置对应的飞行聚合信息,所述飞行聚合信息包括若干聚合位置的飞行热度信息,所述飞行聚合信息是对无人飞行器的多个飞行数据中的起飞位置或航拍位置进行聚合得到的。S120. Determine the flight aggregation information corresponding to the target position, where the flight aggregation information includes flight heat information of several aggregation positions, and the flight aggregation information is based on the take-off position or aerial photography position in the multiple flight data of the unmanned aerial vehicle. aggregated.
S130、在所述终端设备的显示装置显示所述目标位置对应的飞行聚合信息。S130. Display the flight aggregation information corresponding to the target position on the display device of the terminal device.
示例性的,如图3和图4所示,所述聚合位置包括位置a、b、c、d、e、f和/或位置A、B,飞行热度信息用于指示聚合位置的无人飞行器的历史飞行数据,如在聚合位置起飞的次数和/或在聚合位置执行航拍任的次数。Exemplarily, as shown in FIG. 3 and FIG. 4 , the aggregation positions include positions a, b, c, d, e, f and/or positions A and B, and the flight heat information is used to indicate the unmanned aerial vehicle at the aggregation position. historical flight data, such as the number of takeoffs at the aggregated location and/or the number of aerial photography missions performed at the aggregated location.
在一些实施方式中,所述飞行热度信息包括飞行次数和/或热度图形标识,所述热度图形标识的颜色和/或大小根据对应聚合位置的飞行次数确定。In some embodiments, the flight heat information includes the number of flights and/or a heat graphic mark, and the color and/or size of the heat graphic mark is determined according to the number of flights corresponding to the aggregated location.
示例性的,飞行热度信息包括起飞次数,如图4所示,显示聚合位置a、b、c、d、e、f的起飞次数,其中,在位置f无人飞行器起飞的次数为600架次。Exemplarily, the flight heat information includes the number of takeoffs. As shown in FIG. 4 , the number of takeoffs at the aggregated positions a, b, c, d, e, and f is displayed, wherein the number of unmanned aerial vehicles taking off at position f is 600.
示例性的,所述飞行聚合信息包括飞行热力图,所述飞行热力图包括位于所述若干聚合位置的热度图形标识。Exemplarily, the flight aggregation information includes a flight heat map, and the flight heat map includes heat graphic identifiers located at the plurality of aggregation locations.
示例性的,服务器可以通过对所述若干聚合位置的飞行次数进行可视化处理,得到所述飞行热力图。例如,可以根据各聚合位置的飞行次数确定各聚合位置的热度图形标识的颜色和/或大小,通过在各聚合位置设置对应颜色和/或大小的热度图形标识,得到所述飞行热力图。Exemplarily, the server may obtain the flight heat map by visualizing the flight times of the several aggregated positions. For example, the color and/or size of the heat graphic logo of each aggregation location can be determined according to the number of flights at each aggregation location, and the flight heat map can be obtained by setting a heat graphic logo corresponding to the color and/or size at each aggregation location.
示例性的,飞行热度信息包括热度图形标识,如图3所示,显示聚合位置a、b、c、d、e、f的圆形的热度图形标识,其中,圆形越大表示该聚合位置的起飞次数越多,例如图3中圆形的热度图形标识最大的是位置f,则表示当前位置S附近区域中,位置f有更多架次的无人飞行器起飞。可以理解的,热度图形标识也不限于是圆形,例如也以是方形、柱形等。Exemplarily, the flight heat information includes a heat graphic identifier. As shown in FIG. 3 , a circular heat graphic identifier showing aggregation positions a, b, c, d, e, and f, wherein the larger the circle, the more the aggregation position. The more the number of takeoffs is, for example, the largest circular heat graph in Figure 3 identifies the position f, which means that in the area near the current position S, there are more UAVs taking off at the position f. It can be understood that the heat graphic logo is not limited to being circular, for example, it can also be square, cylindrical, and the like.
示例性的,可以在热度图形标识上,如圆圈中显示对应聚合位置的飞行次数,便于用户理解。Exemplarily, the number of flights corresponding to the aggregated location may be displayed on the heat graphic identifier, such as a circle, to facilitate the user's understanding.
示例性的,用户可以根据显示所述目标位置对应的飞行聚合信息,在相应的聚合位置或距离聚合位置较近的距离控制无人飞行器执行飞行任务,例如在位置f起飞。Exemplarily, the user may control the unmanned aerial vehicle to perform a flight mission at the corresponding aggregated position or a short distance from the aggregated position according to the displayed flight aggregation information corresponding to the target position, such as taking off at position f.
示例性的,所述聚合位置包括起飞位置的第一聚合点,所述聚合位置的飞行次数包括在所述第一聚合点对应的起飞位置的起飞次数。Exemplarily, the aggregation position includes a first aggregation point of take-off positions, and the number of flights at the aggregation position includes the number of take-offs at the take-off position corresponding to the first aggregation point.
例如,在图3和图4中,聚合位置包括起飞位置的聚合点a、b、c、d、e、f,在位置f的飞行次数可以包括在位置f对应的起飞位置的起飞次数。For example, in FIG. 3 and FIG. 4 , the aggregation positions include aggregation points a, b, c, d, e, and f of take-off positions, and the number of flights at position f may include the number of take-offs at the take-off position corresponding to position f.
示例性的,所述第一聚合点对应的起飞位置包括与第一聚合点的距离小于或等于阈值的起飞位置。例如,有600架次无人飞行器在不同的位置起飞,但 是这些位置距离位置f小于或等于阈值,则可以确定位置f的起飞次数为600。Exemplarily, the take-off position corresponding to the first aggregation point includes a take-off position whose distance from the first aggregation point is less than or equal to a threshold. For example, if there are 600 sorties of UAVs taking off at different positions, but the distances from these positions to position f are less than or equal to the threshold, it can be determined that the number of take-offs for position f is 600.
示例性的,所述第一聚合点是由若干起飞位置经聚合处理得到的,例如,有600架次无人飞行器在不同的位置起飞,但是这些位置经聚合处理得到聚合点f,则可以确定位置f的起飞次数为600。Exemplarily, the first aggregation point is obtained by aggregating several take-off positions. For example, if there are 600 unmanned aerial vehicles taking off at different positions, but these positions are aggregated to obtain the aggregation point f, the position can be determined. The number of takeoffs for f is 600.
示例性的,所述聚合位置包括航拍位置的第二聚合点,所述聚合位置的飞行次数包括在所述第二聚合点对应的航拍位置的航拍次数。Exemplarily, the aggregation location includes a second aggregation point of aerial photography locations, and the number of flights at the aggregation location includes the number of aerial photography at the aerial photography location corresponding to the second aggregation point.
可以理解的,所述航拍位置表示无人飞行器执行航拍任务的位置。若干航拍位置经聚合处理得到可以得到第二聚合点,如图3和图4中的位置A和位置B。示例性的,可以在位置A和位置B显示对应航拍位置的航拍次数和/或热度图形标识,所述热度图形标识的颜色和/或大小根据对应聚合位置的航拍次数确定,例如,航拍次数越多的第二聚合点,热度图形标识的颜色更偏向红色。It can be understood that the aerial photography position represents the position where the unmanned aerial vehicle performs the aerial photography task. A second aggregation point can be obtained by aggregating several aerial positions, such as position A and position B in FIG. 3 and FIG. 4 . Exemplarily, the number of aerial shots and/or the heat graphic logo of the corresponding aerial photography positions may be displayed at position A and position B, and the color and/or size of the heat graphic logo is determined according to the number of aerial shots corresponding to the aggregated positions. There are many second aggregation points, and the color of the heat graphic logo is more red.
在一些实施方式中,服务器可以获取无人飞行器的飞行数据,所述飞行数据包括所述无人飞行器飞行的起飞位置和/或航拍位置;通过对多个飞行数据中的所述起飞位置或航拍位置进行聚合,得到飞行聚合信息。In some embodiments, the server may acquire flight data of the UAV, the flight data including the take-off position and/or the aerial photographing position of the UAV flying; The location is aggregated to obtain the flight aggregate information.
示例性的,通过对多个飞行数据中的所述起飞位置或航拍位置进行点聚合处理,得到若干聚合位置和各所述聚合位置的飞行次数。Exemplarily, by performing point aggregation processing on the take-off positions or aerial photography positions in the plurality of flight data, several aggregated positions and the number of flights at each of the aggregated positions are obtained.
具体的,服务器可以将所述飞行聚合信息发送给无人飞行器的终端设备,以便所述终端设备显示所述飞行聚合信息。Specifically, the server may send the flight aggregation information to the terminal device of the unmanned aerial vehicle, so that the terminal device displays the flight aggregation information.
示例性的,服务器可以获取多个架次无人飞行器的飞行数据,所述飞行数据包括起飞位置和/或航拍位置。通过对多个飞行数据中的所述起飞位置进行点聚合处理,可以得到第一聚合点和第一聚合点的起飞次数;通过对多个飞行数据中的航拍位置进行点聚合处理,可以得到第二聚合点和第二聚合点的航拍次数。Exemplarily, the server may acquire flight data of multiple sorties of unmanned aerial vehicles, where the flight data includes take-off positions and/or aerial photography positions. By performing point aggregation processing on the take-off positions in the multiple flight data, the first aggregation point and the number of take-offs of the first aggregation point can be obtained; The number of aerial shots of the second aggregation point and the second aggregation point.
通过对大量飞行数据中的起飞位置或航拍位置进行点聚合,得到少量的聚合位置,和各所述聚合位置的起飞次数或航拍次数,可以解决地图中大量点标识可视化的问题,可以以更为有效的方式传输或表达起飞位置或航拍位置的分布情况,信息展示更加清晰和明朗。By performing point aggregation on take-off positions or aerial photography positions in a large amount of flight data to obtain a small number of aggregated positions, and the number of take-offs or aerial photography for each of the aggregated positions, the problem of visualizing a large number of point marks in the map can be solved, and the problem of visualizing a large number of point marks in the map can be solved in a more efficient manner. An effective way to transmit or express the distribution of the take-off position or aerial photography position, and the information display is clearer and clearer.
示例性的,所述点聚合处理包括以下至少一种:基于网格的点聚合处理、基于距离的点聚合处理、基于网格和距离的点聚合处理、基于K-means的点聚合处理。Exemplarily, the point aggregation processing includes at least one of the following: grid-based point aggregation processing, distance-based point aggregation processing, grid and distance-based point aggregation processing, and K-means-based point aggregation processing.
可以理解的,每个位置在地图中可以表示为一个点。Understandably, each location can be represented as a point on the map.
其中,基于网格的点聚合处理的算法原理为先将地图可视区域划分为固定尺寸的正方形网格,然后将在同一网格中的点聚合至该正方形网格,默认设定聚合点为该正方形的中心;最终聚合后的每个正方形网格内具有一个聚合点,且可得到该正方形网格内所包含点的数量。Among them, the algorithm principle of grid-based point aggregation processing is to first divide the visible area of the map into a square grid of fixed size, and then aggregate the points in the same grid into the square grid. The default aggregation point is set to The center of the square; there is one aggregation point in each square grid after the final aggregation, and the number of points contained in the square grid can be obtained.
基于距离的点聚合处理的算法原理为根据点与点之间的距离判断聚合性。对每个点进行距离迭代计算,若被迭代的点与拟聚合点的距离在指定的阈值范围内,那么被迭代点就聚合到该点,否则就作为一个新的聚合点;每次聚合后需重新计算新的聚合点,新聚合点是迭代点和被聚合点的中心点,如此循环,最后得到的聚合点是多次迭代后多个点的中心点。The algorithm principle of distance-based point aggregation processing is to judge aggregation according to the distance between points. Iteratively calculate the distance for each point. If the distance between the iterative point and the quasi-aggregation point is within the specified threshold range, then the iterative point will be aggregated to this point, otherwise it will be used as a new aggregation point; after each aggregation A new aggregation point needs to be recalculated. The new aggregation point is the center point of the iterative point and the aggregated point. In this cycle, the final aggregation point is the center point of multiple points after multiple iterations.
基于网格和距离的点聚合处理首先以每个点为正方形的中心,外包一个边长固定的正方形,边长为用户初始设置的默认值;再对每个点的外包正方形进行迭代;若迭代点的外包正方形与现有聚合点的外包正方形相交,则把迭代点聚合到该聚合点中;若该迭代点的外包正方形与多个已知聚合点的外包正方形均相交,则比较该点到各聚合点的距离,将其聚合到距离相对较近的聚合点中;若不相交,则新建聚合点,如此循环,直到所有原始点都遍历完毕。The grid and distance-based point aggregation process first takes each point as the center of the square, and wraps a square with a fixed side length, and the side length is the default value initially set by the user; then iterates the outsourced square of each point; If the outer square of the point intersects with the outer square of the existing aggregation point, the iteration point is aggregated into the aggregation point; if the outer square of the iteration point intersects with the outer squares of multiple known aggregation points, then compare the point to The distance of each aggregation point is aggregated into the aggregation point with a relatively short distance; if it does not intersect, a new aggregation point is created, and so on, until all the original points have been traversed.
基于K-means的点聚合处理的算法原理为采用两个点的距离作为融合性指标,将距离近的对象进行聚合。The algorithm principle of point aggregation processing based on K-means is to use the distance between two points as a fusion index, and aggregate objects with a short distance.
示例性的,所述点聚合处理包括基于网格的点聚合处理或基于网格和距离的点聚合处理时,网格的大小对应100-200米为边长的正方形。所述边长对应地图比例尺为1比1时的长度。网格大小在该范围时,聚合位置的分布密度较为合适,既方便用户清晰的了解各聚合位置的起飞次数或航拍次数,也便于用户准确的找到需要的聚合位置。在一实施例中,网格的为边长160米的正方形区域,在该区域内的多个起飞地点拍摄出来的景观不会有非常大的差别,也不会划分过小而导致聚合点过于密集。Exemplarily, when the point aggregation processing includes grid-based point aggregation processing or grid and distance-based point aggregation processing, the size of the grid corresponds to a square with a side length of 100-200 meters. The side length corresponds to the length when the map scale is 1:1. When the grid size is within this range, the distribution density of aggregation locations is more appropriate, which not only facilitates users to clearly understand the number of takeoffs or aerial shots at each aggregation location, but also facilitates users to accurately find the desired aggregation location. In one embodiment, the grid is a square area with a side length of 160 meters, and the landscapes captured by multiple take-off locations in this area will not be very different, nor will the division be too small to cause too many aggregation points. dense.
在一些实施方式中,可以将所述目标位置发送给服务器,服务器获取所述终端设备的目标位置,将所述目标位置对应的飞行聚合信息发送给无人飞行器的终端设备,从而终端设备可以从所述服务器获取所述目标位置对应的飞行聚合信息。In some implementations, the target position may be sent to a server, and the server obtains the target position of the terminal device, and sends the flight aggregation information corresponding to the target position to the terminal device of the UAV, so that the terminal device can obtain the target position from the terminal device. The server obtains the flight aggregation information corresponding to the target position.
示例性的,终端设备将当前位置发送给服务器,由服务器确定与所述当前 位置的距离小于或等于预设长度,如8公里(km)的聚合位置,将所述聚合位置和对应的飞行热度信息发送给无人飞行器的终端设备,终端设备在显示装置显示所述聚合位置和对应的飞行热度信息,如图3和图4所示。Exemplarily, the terminal device sends the current location to the server, and the server determines that the distance from the current location is less than or equal to a preset length, such as an aggregated location of 8 kilometers (km), and the aggregated location and the corresponding flight heat The information is sent to the terminal device of the UAV, and the terminal device displays the aggregated position and the corresponding flight heat information on the display device, as shown in Figures 3 and 4 .
在另一些实施方式中,可以从服务器获取飞行聚合信息,然后确定所述目标位置对应的飞行聚合信息。In other embodiments, the flight aggregation information may be obtained from the server, and then the flight aggregation information corresponding to the target position is determined.
示例性的,服务器可以将某一区域,如某国或某省市对应的飞行聚合信息发送给终端设备,终端设备根据目标位置,如当前位置或根据用户的位置确定操作确定的目标位置,显示与所述目标位置的距离小于或等于预设长度的聚合位置以及对应的飞行热度信息。Exemplarily, the server may send the flight aggregation information corresponding to a certain area, such as a certain country or a certain province, to the terminal device. The distance of the target position is less than or equal to the aggregated position of the preset length and the corresponding flight heat information.
示例性的,所述确定所述目标位置对应的飞行聚合信息,包括:确定与所述目标位置对应的航拍位置,确定与所述航拍位置的距离小于预设阈值的第一聚合点。便于用户找到合适的起飞点,可以支持用户前往对应地点。Exemplarily, the determining the flight aggregation information corresponding to the target position includes: determining an aerial photographing position corresponding to the target position, and determining a first aggregation point whose distance from the aerial photographing position is less than a preset threshold. It is convenient for users to find a suitable take-off point, and can support users to go to the corresponding location.
示例性的,可以确定与目标位置对应的航拍位置,例如与所述目标位置的距离小于或等于预设距离的航拍位置,或者被确定为目标位置的航拍位置;以及确定与所述航拍位置的距离小于预设阈值的第一聚合点。从而可以显示距离航拍位置较近且适合起飞的第一聚合点。Exemplarily, an aerial photographing position corresponding to the target position may be determined, such as an aerial photographing position whose distance from the target position is less than or equal to a preset distance, or an aerial photographing position determined as the target position; The first aggregation point whose distance is less than a preset threshold. Thus, the first convergence point that is close to the aerial photography position and suitable for takeoff can be displayed.
示例性的,终端设备可以根据某一区域,如某国或某省市对应的飞行聚合信息,确定与目标位置对应的航拍位置,和与所述航拍位置的距离小于预设阈值的第一聚合点。或者服务器确定与目标位置对应航拍位置的距离小于预设阈值的第一聚合点,以及将所述第一聚合点的飞行热度信息发送给无人飞行器的终端设备。终端设备可以从服务器获取与目标位置对应航拍位置的距离小于预设阈值的第一聚合点。Exemplarily, the terminal device may, according to the flight aggregation information corresponding to a certain area, such as a certain country or a certain province and city, determine the aerial photography position corresponding to the target position, and the first aggregation point whose distance from the aerial photography position is less than a preset threshold. . Or the server determines a first aggregation point whose distance from the aerial photography position corresponding to the target position is less than a preset threshold, and sends the flight heat information of the first aggregation point to the terminal device of the unmanned aerial vehicle. The terminal device may acquire, from the server, the first aggregation point whose distance from the aerial photography position corresponding to the target position is less than a preset threshold.
如图4所示,目标位置为位置S时,确定与所述目标位置的距离小于或等于预设距离的航拍位置B,向用户推荐距离所述航拍位置B较近的第一聚合点,如位置a、b、c、d、e、f。示例性的,终端设备还可以显示各第一聚合点的飞行热度信息,如位置f的起飞次数为600次。因此可以向用户推荐,或者由用户选择距离航拍位置近和/或起飞次数多的第一聚合点作为无人飞行器的起飞点。As shown in FIG. 4 , when the target position is the position S, the aerial photography position B whose distance from the target position is less than or equal to the preset distance is determined, and the first aggregation point closer to the aerial photography position B is recommended to the user, such as Positions a, b, c, d, e, f. Exemplarily, the terminal device may also display the flight heat information of each first aggregation point, for example, the number of takeoffs at position f is 600 times. Therefore, it may be recommended to the user, or the user may select the first aggregation point that is close to the aerial photography position and/or has a large number of takeoffs as the takeoff point of the UAV.
示例性的,所述确定所述目标位置对应的飞行聚合信息,包括:确定与所述目标位置对应的第二聚合点,确定与所述第二聚合点的距离小于预设阈值的 第一聚合点。Exemplarily, the determining the flight aggregation information corresponding to the target position includes: determining a second aggregation point corresponding to the target position, and determining a first aggregation whose distance from the second aggregation point is less than a preset threshold. point.
示例性的,可以确定与目标位置对应的第二聚合点为目标第二聚合点,目标第二聚合点例如包括与所述目标位置的距离小于或等于预设距离的第二聚合点,或者包括被确定为目标位置的第二聚合点;以及确定与所述目标第二聚合点的距离小于预设阈值的第一聚合点。从而可以显示距离所述目标第二聚合点较近且适合起飞的第一聚合点,以提示用户对应航拍景物的合适的起飞位置。Exemplarily, the second aggregation point corresponding to the target position may be determined as the target second aggregation point, and the target second aggregation point includes, for example, a second aggregation point whose distance from the target position is less than or equal to a preset distance, or includes determining a second aggregation point at the target position; and determining a first aggregation point whose distance from the target second aggregation point is less than a preset threshold. Therefore, the first convergence point that is closer to the target second convergence point and suitable for takeoff can be displayed, so as to prompt the user for a suitable takeoff position corresponding to the aerial photographed scene.
示例性的,终端设备可以根据某一区域,如某国或某省市对应的飞行聚合信息,确定与目标位置对应的第二聚合点,和与所述第二聚合点的距离小于预设阈值的第一聚合点。或者服务器确定与目标位置对应第二聚合点的距离小于预设阈值的第一聚合点,以及将所述第一聚合点的飞行热度信息发送给无人飞行器的终端设备。终端设备可以从服务器获取与目标位置对应第二聚合点的距离小于预设阈值的第一聚合点。Exemplarily, the terminal device may determine the second aggregation point corresponding to the target position according to the flight aggregation information corresponding to a certain area, such as a certain country or a certain province and city, and the second aggregation point whose distance from the second aggregation point is less than a preset threshold. first aggregation point. Or the server determines a first aggregation point whose distance from the second aggregation point corresponding to the target position is less than a preset threshold, and sends the flight heat information of the first aggregation point to the terminal device of the UAV. The terminal device may acquire, from the server, the first aggregation point whose distance from the second aggregation point corresponding to the target position is less than a preset threshold.
如图4所示,目标位置为位置S时,确定与所述目标位置的距离小于或等于预设距离的第二聚合点B,向用户推荐距离所述第二聚合点B较近的第一聚合点,如位置a、b、c、d、e、f。示例性的,终端设备还可以显示各第一聚合点的飞行热度信息,如位置f的起飞次数为600次。因此可以向用户推荐,或者由用户选择距离第二聚合点近和/或起飞次数多的第一聚合点作为无人飞行器的起飞点。As shown in FIG. 4 , when the target position is position S, a second aggregation point B whose distance from the target position is less than or equal to a preset distance is determined, and a first aggregation point B closer to the second aggregation point B is recommended to the user. Aggregation points, such as positions a, b, c, d, e, f. Exemplarily, the terminal device may also display the flight heat information of each first aggregation point, for example, the number of takeoffs at position f is 600 times. Therefore, it may be recommended to the user, or the user may select the first aggregation point that is close to the second aggregation point and/or has a large number of takeoffs as the take-off point of the UAV.
在一些实施方式中,所述方法还包括:根据用户的位置创建操作创建起飞位置和/或航拍位置;将创建的起飞位置和/或航拍位置发送给服务器。In some embodiments, the method further includes: creating a take-off position and/or an aerial photo position according to a user's position creation operation; and sending the created take-off position and/or aerial photo position to the server.
示例性的,服务器可以获取用户在终端设备创建的起飞位置和/或航拍位置。在对无人飞行器的多个飞行数据中的起飞位置或航拍位置进行聚合时,可以将用户在终端设备创建的起飞位置和/或航拍位置,以及所述多个飞行数据中的起飞位置或航拍位置进行聚合。从而起飞位置和/或航拍位置的来源更广,便于服务器对更多的起飞位置和/或航拍位置进行聚合,利于发现更多合适的起飞位置和航拍位置的聚合位置。Exemplarily, the server may acquire the take-off position and/or the aerial photography position created by the user on the terminal device. When aggregating the take-off positions or aerial photography positions in multiple flight data of the UAV, the take-off position and/or aerial photography positions created by the user on the terminal device and the take-off positions or aerial photography positions in the multiple flight data can be combined location to aggregate. Therefore, the sources of take-off positions and/or aerial photographing positions are wider, which facilitates the server to aggregate more take-off positions and/or aerial photographing positions, and facilitates finding more suitable aggregated positions of take-off positions and aerial photographing positions.
在一些实施方式中,从服务器获取所述若干聚合位置的限飞信息。In some embodiments, the flight restriction information for the aggregated locations is obtained from a server.
示例性的,服务器可以将所述若干聚合位置的限飞信息发送给所述终端设备。从而终端设备在显示飞行聚合信息,如聚合位置时,可以显示聚合位置的限飞信息,如限飞高度、限飞时段等,以提示用户,能够让用户知道对应地方 的限飞情况。Exemplarily, the server may send the flight restriction information of the several aggregated locations to the terminal device. Therefore, when the terminal device displays the flight aggregation information, such as the aggregation position, it can display the flight restriction information of the aggregation position, such as the restricted flying height and the restricted flying time period, etc., to remind the user and let the user know the flight restriction situation in the corresponding place.
在一些实施方式中,服务器可以将在所述航拍位置拍摄得到的航拍作品的作品信息发送给所述终端设备。In some implementations, the server may send the work information of the aerial photographic work obtained at the aerial photographing location to the terminal device.
示例性的,所述方法还包括:从服务器获取在所述目标位置对应的航拍位置拍摄得到的航拍作品的作品信息;显示所述航拍作品的作品信息。便于用户全面的了解航拍点是否适合拍摄。Exemplarily, the method further includes: acquiring, from a server, work information of an aerial photographic work captured at an aerial photographing position corresponding to the target position; and displaying the work information of the aerial photographing work. It is convenient for users to fully understand whether the aerial photography point is suitable for shooting.
示例性的,可以确定所述目标位置对应的第二聚合点,和确定第二聚合点对应的航拍位置拍摄得到的航拍作品的作品信息,所述作品信息作为所述目标位置对应的航拍位置拍摄得到的航拍作品的作品信息。Exemplarily, the second aggregation point corresponding to the target position may be determined, and the work information of the aerial photography work obtained by determining the aerial photography position corresponding to the second aggregation point may be determined, and the work information may be taken as the aerial photography position corresponding to the target position. Get the work information of the aerial work.
示例性的,所述航拍作品的作品信息包括以下至少一种:作品链接、预览图、评价信息、航拍建议、作品类别。从而用户可以根据航拍作品的作品信息判断各第二聚合点的航拍作品的质量,能够让用户知道对应地点的作品情况,从而选取合适的航拍地点。Exemplarily, the work information of the aerial photography work includes at least one of the following: a work link, a preview image, evaluation information, an aerial photography suggestion, and a work category. Therefore, the user can judge the quality of the aerial photographed works of each second aggregation point according to the work information of the aerial photographed works, so that the user can know the work situation of the corresponding location, so as to select a suitable aerial photographed location.
示例性的,评价信息可以包括以下至少一种:想飞/不想飞、评分/星级。飞行建议可以包括以下至少一种:信号干扰、有管理人员、房屋密集、大风干扰、当地限飞。作品类别可以包括以下至少一种:延时摄影、环绕拍摄、全景拍摄、慢动作拍摄等。Exemplarily, the evaluation information may include at least one of the following: want to fly/don't want to fly, rating/star rating. Flight suggestions can include at least one of the following: signal interference, management personnel, dense housing, strong wind interference, and local flight restrictions. The category of works may include at least one of the following: time-lapse photography, surround photography, panoramic photography, slow-motion photography, and the like.
在一些实施方式中,所述方法还包括:获取用户对所述航拍作品的分享信息、评价信息、航拍建议和/或作品类别设置;将所述分享信息、评价信息、航拍建议和/或作品类别设置发送给所述服务器。In some embodiments, the method further includes: obtaining the user's sharing information, evaluation information, aerial photography suggestions and/or work category settings for the aerial photography work; Category settings are sent to the server.
示例性的,服务器获取用户在终端设备对所述航拍作品的分享信息、评价信息、航拍建议和/或作品类别设置,从而可以确定航拍作品的作品信息。利于融合更多的信息,例如通过给用户提供其他用户进行航拍过后的评论信息,为用户提供更全面的信息。Exemplarily, the server obtains the user's sharing information, evaluation information, aerial photography suggestion and/or work category setting of the aerial photographic work on the terminal device, so as to determine the work information of the aerial photographic work. It is beneficial to integrate more information, for example, providing users with more comprehensive information by providing users with comment information after aerial photography by other users.
在一些实施方式中,所述限飞信息、在所述航拍位置拍摄的航拍作品是服务器从不同的平台获取的。从而可以将限飞信息和作品信息进行集中展示,聚合不同功能平台的优势,全方位的为用户提供航拍地点寻找的综合化服务。In some implementations, the flight restriction information and the aerial photographic works photographed at the aerial photographing location are obtained by the server from different platforms. In this way, the flight restriction information and work information can be displayed in a centralized manner, the advantages of different functional platforms can be aggregated, and the comprehensive service of searching for aerial photography locations can be provided for users in an all-round way.
本申请实施例提供的位置服务方法,通过在所述终端设备的显示装置显示飞行聚合信息,提示用户合适的起飞位置和/或航拍位置,具体的,所述飞行聚合信息包括若干聚合位置的飞行热度信息,所述飞行聚合信息是对无人飞行器 的多个飞行数据中的起飞位置或航拍位置进行聚合得到的;可以根据对飞行数据大数据进行融合处理,得到不同位置的飞行热度,以便用户准备外拍时候,选择热门的飞行地点或选择冷门的飞行地点。In the location service method provided by the embodiment of the present application, by displaying the flight aggregation information on the display device of the terminal device, the user is prompted for an appropriate take-off position and/or aerial photography position. Specifically, the flight aggregation information includes flights at several aggregation positions. Heat information, the flight aggregation information is obtained by aggregating the take-off positions or aerial photography positions in multiple flight data of the unmanned aerial vehicle; the flight heat of different positions can be obtained according to the fusion processing of the flight data big data, so as to facilitate the user When preparing to shoot outside, choose a popular flight location or choose an unpopular flight location.
示例性的,可以通过解析无人飞行器的飞行记录得到用户的起飞地点,然后通过点聚合算法,确定若干聚合位置,并且得出各个聚合位置的起飞热度。Exemplarily, the take-off location of the user can be obtained by analyzing the flight records of the unmanned aerial vehicle, and then a point aggregation algorithm is used to determine several aggregated locations, and the take-off heat of each aggregated location is obtained.
示例性的,可以确定航拍位置对应的起飞位置,例如根据起飞位置的聚合位置与航拍位置的聚合位置之间的距离,确定对应的起飞位置,以提示用户对应航拍景物的合适的起飞位置。Exemplarily, the take-off position corresponding to the aerial photographed position may be determined, for example, according to the distance between the aggregated position of the take-off position and the aggregated position of the aerial photographed position, the corresponding take-off position is determined, so as to prompt the user of the appropriate take-off position corresponding to the aerial photographed scene.
在一些实施方式中,可以显示航拍作品的作品信息,以便用户了解航拍位置拍摄作品的质量,以选择拍摄地点。In some implementations, the work information of the aerial photography work can be displayed, so that the user can know the quality of the photographed work at the aerial photography location, so as to select the photographing location.
示例性的,可以获取航拍作品,以及获取用户对航拍作品的分享,评论,点赞等评论,以丰富航拍作品的作品信息。Exemplarily, aerial photography works can be obtained, as well as user's comments on the aerial photography works, such as sharing, comments, likes, etc., so as to enrich the work information of the aerial photography works.
在一些实施方式中,可以在终端设备的显示装置同时显示所述飞行聚合信息、所述限飞信息和所述航拍作品的作品信息,例如在地图的聚合位置上,显示对应该聚合位置的限飞信息,同时显示该聚合位置对应航拍位置的航拍作品的作品信息。In some embodiments, the flight aggregation information, the flight restriction information and the work information of the aerial photography work may be simultaneously displayed on the display device of the terminal device, for example, on the aggregation position of the map, the restriction corresponding to the aggregation position is displayed. Flying information, and at the same time, the work information of the aerial photography works corresponding to the aerial photography location of the aggregated location is displayed.
请结合前述实施例参阅图5,图5是本申请另一实施例提供的一种位置服务方法的流程示意图。所述位置服务方法可以应用在服务器中,用于与终端设备交互,指示用户合适的飞行地点等过程。其中服务器可以为独立的服务器,也可以为服务器集群;终端设备可以包括手机、平板电脑、笔记本电脑、台式电脑、个人数字助理、穿戴式设备、遥控器等中的至少一项。Please refer to FIG. 5 in conjunction with the foregoing embodiment. FIG. 5 is a schematic flowchart of a location service method provided by another embodiment of the present application. The location service method can be applied in a server for interacting with a terminal device, indicating a suitable flight location for the user and other processes. The server may be an independent server or a server cluster; the terminal device may include at least one of a mobile phone, a tablet computer, a notebook computer, a desktop computer, a personal digital assistant, a wearable device, and a remote control.
示例性的,如图2所示,终端设备能够与无人飞行器通信连接。进一步而言,无人飞行器可以为旋翼型无人机,例如四旋翼无人机、六旋翼无人机、八旋翼无人机,也可以是固定翼无人机。Exemplarily, as shown in FIG. 2 , the terminal device can communicate with the unmanned aerial vehicle. Further, the unmanned aerial vehicle may be a rotary-wing drone, such as a quad-rotor drone, a hexa-rotor drone, an octa-rotor drone, or a fixed-wing drone.
示例性的,如图2所示,从终端设备到无人飞行器的无线信道,称为上行信道,用于传输遥控数据,例如传输飞控指令以及拍照、录像、返航等控制指令。Exemplarily, as shown in FIG. 2 , the wireless channel from the terminal device to the UAV, called the uplink channel, is used for transmitting remote control data, such as transmitting flight control instructions and control instructions such as taking pictures, recording videos, and returning home.
示例性的,如图2所示,从无人飞行器到终端设备的无线信道,称为下行信道,用于传输无人飞行器采集到的数据,例如视频、图片、传感器数据、以及无人飞行器的位置信息、状态信息(OSD)等。Exemplarily, as shown in Figure 2, the wireless channel from the UAV to the terminal device, called the downlink channel, is used to transmit the data collected by the UAV, such as video, pictures, sensor data, and the data of the UAV. Location information, status information (OSD), etc.
如图5所示,本实施例的位置服务方法包括步骤S210至步骤S230。As shown in FIG. 5 , the location service method of this embodiment includes steps S210 to S230.
S210、获取无人飞行器的飞行数据,所述飞行数据包括所述无人飞行器飞行的起飞位置和/或航拍位置。S210. Acquire flight data of the unmanned aerial vehicle, where the flight data includes the take-off position and/or the aerial photography position of the unmanned aerial vehicle.
S220、对多个飞行数据中的所述起飞位置或航拍位置进行聚合,得到飞行聚合信息,所述飞行聚合信息包括若干聚合位置的飞行热度信息。S220. Aggregate the take-off positions or aerial photography positions in the plurality of flight data to obtain flight aggregation information, where the flight aggregation information includes flight heat information of several aggregation positions.
在一些实施方式中,所述飞行热度信息包括飞行次数和/或热度图形标识,所述热度图形标识的颜色和/或大小根据对应聚合位置的飞行次数确定。In some embodiments, the flight heat information includes the number of flights and/or a heat graphic mark, and the color and/or size of the heat graphic mark is determined according to the number of flights corresponding to the aggregated location.
在一些实施方式中,所述飞行聚合信息包括飞行热力图,所述飞行热力图包括位于所述若干聚合位置的热度图形标识。In some embodiments, the in-flight aggregated information includes an in-flight heat map, and the in-flight heat map includes thermal graphic identifiers located at the plurality of aggregated locations.
示例性的,所述方法还包括:对所述若干聚合位置的飞行次数进行可视化处理,得到所述飞行热力图。Exemplarily, the method further includes: visualizing the flight times of the several aggregated positions to obtain the flight heat map.
在一些实施方式中,所述聚合位置包括起飞位置的第一聚合点,所述聚合位置的飞行次数包括在所述第一聚合点对应的起飞位置的起飞次数;和/或In some embodiments, the aggregation position includes a first aggregation point of take-off positions, and the number of flights at the aggregation position includes the number of take-offs at the take-off position corresponding to the first aggregation point; and/or
所述聚合位置包括航拍位置的第二聚合点,所述聚合位置的飞行次数包括在所述第二聚合点对应的航拍位置的航拍次数。The aggregation position includes a second aggregation point of aerial photography positions, and the number of flights at the aggregation position includes the number of aerial photography at the aerial photography position corresponding to the second aggregation point.
在一些实施方式中,所述对多个飞行数据中的所述起飞位置或航拍位置进行聚合,得到飞行聚合信息,包括:对多个飞行数据中的所述起飞位置或航拍位置进行点聚合处理,得到若干聚合位置和各所述聚合位置的飞行次数。In some embodiments, the aggregating the take-off positions or aerial photographing positions in the plurality of flight data to obtain the flight aggregation information includes: performing point aggregation processing on the take-off positions or aerial photographing positions in the plurality of flight data , to obtain several aggregation positions and the number of flights for each of the aggregation positions.
示例性的,所述点聚合处理包括以下至少一种:基于网格的点聚合处理、基于距离的点聚合处理、基于网格和距离的点聚合处理、基于K-means的点聚合处理。Exemplarily, the point aggregation processing includes at least one of the following: grid-based point aggregation processing, distance-based point aggregation processing, grid and distance-based point aggregation processing, and K-means-based point aggregation processing.
示例性的,所述点聚合处理包括基于网格的点聚合处理或基于网格和距离的点聚合处理时,网格的大小对应100-200米的实际距离。Exemplarily, when the point aggregation processing includes grid-based point aggregation processing or grid and distance-based point aggregation processing, the size of the grid corresponds to an actual distance of 100-200 meters.
S230、将所述飞行聚合信息发送给无人飞行器的终端设备,以便所述终端设备显示所述飞行聚合信息。S230. Send the flight aggregation information to the terminal device of the unmanned aerial vehicle, so that the terminal device displays the flight aggregation information.
在一些实施方式中,服务器可以将终端设备的目标位置对应的飞行聚合信息发送给所述终端设备。In some embodiments, the server may send the flight aggregation information corresponding to the target location of the terminal device to the terminal device.
示例性的,所述方法还包括:获取所述终端设备的目标位置。Exemplarily, the method further includes: acquiring the target location of the terminal device.
示例性的,所述将所述飞行聚合信息发送给无人飞行器的终端设备,包括:将所述目标位置对应的飞行聚合信息发送给无人飞行器的终端设备。Exemplarily, the sending the flight aggregation information to the terminal device of the unmanned aerial vehicle includes: sending the flight aggregation information corresponding to the target position to the terminal device of the unmanned aerial vehicle.
在一些实施方式中,所述将所述飞行聚合信息发送给无人飞行器的终端设备,包括:确定与目标位置对应航拍位置的距离小于预设阈值的第一聚合点,将所述第一聚合点的飞行热度信息发送给无人飞行器的终端设备。In some embodiments, the sending the flight aggregation information to the terminal device of the unmanned aerial vehicle includes: determining a first aggregation point whose distance from the aerial photographing position corresponding to the target position is less than a preset threshold, and integrating the first aggregation The flight heat information of the point is sent to the terminal equipment of the UAV.
在一些实施方式中,所述将所述飞行聚合信息发送给无人飞行器的终端设备,包括:确定与所述目标位置对应第二聚合点的距离小于预设阈值的第一聚合点,将所述第一聚合点的飞行热度信息发送给无人飞行器的终端设备。In some embodiments, the sending the flight aggregation information to the terminal device of the unmanned aerial vehicle includes: determining a first aggregation point whose distance from the second aggregation point corresponding to the target position is less than a preset threshold, The flight heat information of the first aggregation point is sent to the terminal device of the unmanned aerial vehicle.
在一些实施方式中,所述方法还包括:获取用户在终端设备创建的起飞位置和/或航拍位置。In some embodiments, the method further includes: acquiring the take-off position and/or the aerial photography position created by the user on the terminal device.
在一些实施方式中,所述方法还包括:所述方法还包括:将在所述航拍位置拍摄得到的航拍作品的作品信息发送给所述终端设备。In some embodiments, the method further includes: the method further includes: sending the work information of the aerial photographic work obtained by shooting at the aerial photographing position to the terminal device.
示例性的,所述航拍作品的作品信息包括以下至少一种:作品链接、预览图、评价信息、航拍建议、作品类别。Exemplarily, the work information of the aerial photography work includes at least one of the following: a work link, a preview image, evaluation information, an aerial photography suggestion, and a work category.
示例性的,所述方法还包括:获取用户在终端设备对所述航拍作品的分享信息、评价信息、航拍建议和/或作品类别设置。Exemplarily, the method further includes: acquiring the user's sharing information, evaluation information, aerial photography suggestions and/or work category settings of the aerial photography work on the terminal device.
在一些实施方式中,所述方法还包括:将所述若干聚合位置的限飞信息发送给所述终端设备。In some embodiments, the method further includes: sending the flight restriction information of the several aggregated locations to the terminal device.
示例性的,所述限飞信息、在所述航拍位置拍摄的航拍作品是从不同的平台获取的。Exemplarily, the flight restriction information and the aerial photographic works photographed at the aerial photographing location are obtained from different platforms.
本申请实施例提供的位置服务方法,通过获取无人飞行器的飞行数据,所述飞行数据包括所述无人飞行器飞行的起飞位置和/或航拍位置;对多个飞行数据中的所述起飞位置或航拍位置进行聚合,得到飞行聚合信息,所述飞行聚合信息包括若干聚合位置的飞行热度信息;所述飞行聚合信息同于提示用户合适的起飞位置和/或航拍位置,可以根据对飞行数据大数据进行融合处理,得到不同位置的飞行热度,以便用户准备外拍时候,选择热门的飞行地点或选择冷门的飞行地点。In the location service method provided by the embodiments of the present application, by acquiring the flight data of the unmanned aerial vehicle, the flight data includes the take-off position and/or the aerial photographing position of the unmanned aerial vehicle; Or the aerial photography positions are aggregated to obtain the flight aggregation information, which includes the flight heat information of several aggregation positions; The data is fused to obtain the flight popularity of different locations, so that users can choose a popular flight location or an unpopular flight location when preparing to shoot outside.
请结合上述实施例参阅图6,图6是本申请实施例提供的终端设备600的示意性框图。该终端设备600包括一个或多个处理器601,单独地或共同地工作,用于执行前述的位置服务方法的步骤。Please refer to FIG. 6 in conjunction with the foregoing embodiment. FIG. 6 is a schematic block diagram of a terminal device 600 provided by an embodiment of the present application. The terminal device 600 includes one or more processors 601, working individually or collectively, for performing the steps of the aforementioned location service method.
示例性的,终端设备600还包括存储器602。Exemplarily, the terminal device 600 further includes a memory 602 .
示例性的,处理器601和存储器602通过总线603连接,该总线603比如 为I2C(Inter-integrated Circuit)总线。Exemplarily, the processor 601 and the memory 602 are connected through a bus 603, and the bus 603 is, for example, an I2C (Inter-integrated Circuit) bus.
具体地,处理器601可以是微控制单元(Micro-controller Unit,MCU)、中央处理单元(Central Processing Unit,CPU)或数字信号处理器(Digital Signal Processor,DSP)等。Specifically, the processor 601 may be a micro-controller unit (Micro-controller Unit, MCU), a central processing unit (Central Processing Unit, CPU), or a digital signal processor (Digital Signal Processor, DSP) or the like.
具体地,存储器602可以是Flash芯片、只读存储器(ROM,Read-Only Memory)磁盘、光盘、U盘或移动硬盘等。Specifically, the memory 602 may be a Flash chip, a read-only memory (ROM, Read-Only Memory) magnetic disk, an optical disk, a U disk, a mobile hard disk, and the like.
其中,所述处理器601用于运行存储在存储器602中的计算机程序,并在执行所述计算机程序时实现前述的位置服务方法的步骤。Wherein, the processor 601 is configured to run the computer program stored in the memory 602, and implement the steps of the aforementioned location service method when the computer program is executed.
示例性的,所述处理器601用于运行存储在存储器602中的计算机程序,并在执行所述计算机程序时实现如下步骤:Exemplarily, the processor 601 is configured to run a computer program stored in the memory 602, and implement the following steps when executing the computer program:
获取目标位置;get the target location;
确定所述目标位置对应的飞行聚合信息,所述飞行聚合信息包括若干聚合位置的飞行热度信息,所述飞行聚合信息是对无人飞行器的多个飞行数据中的起飞位置或航拍位置进行聚合得到的;Determine the flight aggregation information corresponding to the target position, the flight aggregation information includes the flight heat information of several aggregation positions, and the flight aggregation information is obtained by aggregating the take-off position or aerial photography position in the multiple flight data of the unmanned aerial vehicle of;
在所述终端设备的显示装置显示所述目标位置对应的飞行聚合信息。The flight aggregation information corresponding to the target position is displayed on the display device of the terminal device.
本申请实施例提供的终端设备的具体原理和实现方式均与前述实施例的用于终端设备的位置服务方法类似,此处不再赘述。The specific principles and implementation manners of the terminal equipment provided in the embodiments of the present application are similar to the location service method for the terminal equipment in the foregoing embodiments, and details are not described herein again.
本申请实施例还提供一种计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时使所述处理器实现上述实施例提供的位置服务方法的步骤。Embodiments of the present application further provide a computer-readable storage medium, where a computer program is stored in the computer-readable storage medium, and when the computer program is executed by a processor, the processor enables the processor to implement the location service method provided by the foregoing embodiments. step.
其中,所述计算机可读存储介质可以是前述任一实施例所述的终端设备的内部存储单元,例如所述终端设备的硬盘或内存。所述计算机可读存储介质也可以是所述终端设备的外部存储设备,例如所述终端设备上配备的插接式硬盘,智能存储卡(Smart Media Card,SMC),安全数字(Secure Digital,SD)卡,闪存卡(Flash Card)等。The computer-readable storage medium may be an internal storage unit of the terminal device described in any of the foregoing embodiments, such as a hard disk or a memory of the terminal device. The computer-readable storage medium may also be an external storage device of the terminal device, such as a plug-in hard disk equipped on the terminal device, a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD) ) card, Flash Card, etc.
请参阅图7,图7是本申请实施例提供的服务器700的示意性框图。该服务器700包括一个或多个处理器701,单独地或共同地工作,用于执行前述的位置服务方法的步骤。Please refer to FIG. 7 , which is a schematic block diagram of a server 700 provided by an embodiment of the present application. The server 700 includes one or more processors 701, operating individually or collectively, for performing the steps of the aforementioned location service method.
示例性的,服务器700还包括存储器702。Exemplarily, server 700 further includes memory 702 .
示例性的,处理器701和存储器702通过总线703连接,该总线703比如 为I2C(Inter-integrated Circuit)总线。Exemplarily, the processor 701 and the memory 702 are connected through a bus 703, and the bus 703 is, for example, an I2C (Inter-integrated Circuit) bus.
具体地,处理器701可以是微控制单元(Micro-controller Unit,MCU)、中央处理单元(Central Processing Unit,CPU)或数字信号处理器(Digital Signal Processor,DSP)等。Specifically, the processor 701 may be a micro-controller unit (Micro-controller Unit, MCU), a central processing unit (Central Processing Unit, CPU) or a digital signal processor (Digital Signal Processor, DSP) or the like.
具体地,存储器702可以是Flash芯片、只读存储器(ROM,Read-Only Memory)磁盘、光盘、U盘或移动硬盘等。Specifically, the memory 702 may be a Flash chip, a read-only memory (ROM, Read-Only Memory) magnetic disk, an optical disk, a U disk, a mobile hard disk, and the like.
其中,所述处理器701用于运行存储在存储器702中的计算机程序,并在执行所述计算机程序时实现前述的用于服务器的位置服务方法的步骤。Wherein, the processor 701 is configured to run a computer program stored in the memory 702, and when executing the computer program, implement the steps of the aforementioned method for location service for a server.
示例性的,所述处理器701用于运行存储在存储器702中的计算机程序,并在执行所述计算机程序时实现如下步骤:Exemplarily, the processor 701 is configured to run a computer program stored in the memory 702, and implement the following steps when executing the computer program:
获取无人飞行器的飞行数据,所述飞行数据包括所述无人飞行器飞行的起飞位置和/或航拍位置;acquiring flight data of the unmanned aerial vehicle, the flight data including the take-off position and/or the aerial photography position of the unmanned aerial vehicle;
对多个飞行数据中的所述起飞位置或航拍位置进行聚合,得到飞行聚合信息,所述飞行聚合信息包括若干聚合位置的飞行热度信息;Aggregating the take-off positions or aerial photography positions in the plurality of flight data to obtain flight aggregation information, where the flight aggregation information includes flight heat information of several aggregation positions;
将所述飞行聚合信息发送给无人飞行器的终端设备,以便所述终端设备显示所述飞行聚合信息。The flight aggregation information is sent to the terminal device of the UAV, so that the terminal device displays the flight aggregation information.
本申请实施例提供的服务器的具体原理和实现方式均与前述实施例的用于服务器的位置服务方法类似,此处不再赘述。The specific principle and implementation manner of the server provided by the embodiment of the present application are similar to the location service method for the server in the foregoing embodiment, and details are not described herein again.
本申请实施例还提供一种计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,所述计算机程序中包括程序指令,所述计算机程序被处理器执行时使所述处理器实现上述实施例提供的用于服务器的位置服务方法的步骤。Embodiments of the present application further provide a computer-readable storage medium, where a computer program is stored in the computer-readable storage medium, the computer program includes program instructions, and when the computer program is executed by a processor, the processor implements the The steps of the location service method for a server provided by the above embodiments.
其中,所述计算机可读存储介质可以是前述任一实施例所述的服务器的内部存储单元,例如所述服务器的硬盘或内存。所述计算机可读存储介质也可以是所述服务器的外部存储设备,例如所述服务器上配备的插接式硬盘,智能存储卡(Smart Media Card,SMC),安全数字(Secure Digital,SD)卡,闪存卡(Flash Card)等。The computer-readable storage medium may be an internal storage unit of the server described in any of the foregoing embodiments, such as a hard disk or a memory of the server. The computer-readable storage medium may also be an external storage device of the server, such as a plug-in hard disk, a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD) card equipped on the server , Flash Card (Flash Card) and so on.
应当理解,在此本申请中所使用的术语仅仅是出于描述特定实施例的目的而并不意在限制本申请。It should be understood that the terminology used in this application is for the purpose of describing particular embodiments only and is not intended to limit the application.
还应当理解,在本申请和所附权利要求书中使用的术语“和/或”是指相关 联列出的项中的一个或多个的任何组合以及所有可能组合,并且包括这些组合。It will also be understood that, as used in this application and the appended claims, the term "and/or" refers to and including any and all possible combinations of one or more of the associated listed items.
以上所述,仅为本申请的具体实施方式,但本申请的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本申请揭露的技术范围内,可轻易想到各种等效的修改或替换,这些修改或替换都应涵盖在本申请的保护范围之内。因此,本申请的保护范围应以权利要求的保护范围为准。The above are only specific embodiments of the present application, but the protection scope of the present application is not limited thereto. Any person skilled in the art can easily think of various equivalents within the technical scope disclosed in the present application. Modifications or substitutions shall be covered by the protection scope of this application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.

Claims (32)

  1. 一种位置服务方法,其特征在于,用于终端设备,所述方法包括:A location service method, characterized in that it is used in a terminal device, the method comprising:
    获取目标位置;get the target location;
    确定所述目标位置对应的飞行聚合信息,所述飞行聚合信息包括若干聚合位置的飞行热度信息,所述飞行聚合信息是对无人飞行器的多个飞行数据中的起飞位置或航拍位置进行聚合得到的;Determine the flight aggregation information corresponding to the target position, the flight aggregation information includes the flight heat information of several aggregation positions, and the flight aggregation information is obtained by aggregating the take-off position or aerial photography position in the multiple flight data of the unmanned aerial vehicle of;
    在所述终端设备的显示装置显示所述目标位置对应的飞行聚合信息。The flight aggregation information corresponding to the target position is displayed on the display device of the terminal device.
  2. 根据权利要求1所述的位置服务方法,其特征在于,所述获取目标位置,包括:The location service method according to claim 1, wherein the acquiring the target location comprises:
    获取所述终端设备的定位位置;或者Obtain the positioning position of the terminal device; or
    根据用户的位置确定操作确定所述目标位置。The target location is determined according to the user's location determination operation.
  3. 根据权利要求1所述的位置服务方法,其特征在于,所述确定所述目标位置对应的飞行聚合信息,包括:The location service method according to claim 1, wherein the determining the flight aggregation information corresponding to the target location comprises:
    将所述目标位置发送给服务器;sending the target location to the server;
    从所述服务器获取所述目标位置对应的飞行聚合信息。Acquire flight aggregation information corresponding to the target position from the server.
  4. 根据权利要求1所述的位置服务方法,其特征在于,所述确定所述目标位置对应的飞行聚合信息,包括:The location service method according to claim 1, wherein the determining the flight aggregation information corresponding to the target location comprises:
    从服务器获取飞行聚合信息;Get flight aggregation information from the server;
    确定所述目标位置对应的飞行聚合信息。Determine the flight aggregation information corresponding to the target position.
  5. 根据权利要求1-4中任一项所述的位置服务方法,其特征在于,所述飞行热度信息包括飞行次数和/或热度图形标识,所述热度图形标识的颜色和/或大小根据对应聚合位置的飞行次数确定。The location service method according to any one of claims 1-4, wherein the flight heat information includes the number of flights and/or a heat graph identification, and the color and/or size of the heat graph identification are aggregated according to the corresponding The number of flights to the location is determined.
  6. 根据权利要求5所述的位置服务方法,其特征在于,所述聚合位置包括起飞位置的第一聚合点,所述聚合位置的飞行次数包括在所述第一聚合点对应的起飞位置的起飞次数;和/或The location-based service method according to claim 5, wherein the aggregation position includes a first aggregation point of take-off positions, and the number of flights at the aggregation position includes the number of take-offs at the take-off position corresponding to the first aggregation point ;and / or
    所述聚合位置包括航拍位置的第二聚合点,所述聚合位置的飞行次数包括在所述第二聚合点对应的航拍位置的航拍次数。The aggregation position includes a second aggregation point of aerial photography positions, and the number of flights at the aggregation position includes the number of aerial photography at the aerial photography position corresponding to the second aggregation point.
  7. 根据权利要求6所述的位置服务方法,其特征在于,所述确定所述目标 位置对应的飞行聚合信息,包括:The location-based service method according to claim 6, wherein the determining of the flight aggregation information corresponding to the target position comprises:
    确定与所述目标位置对应的航拍位置或第二聚合点;determining the aerial photography position or the second aggregation point corresponding to the target position;
    确定与所述航拍位置或所述第二聚合点的距离小于预设阈值的第一聚合点。A first aggregation point whose distance from the aerial photography position or the second aggregation point is less than a preset threshold is determined.
  8. 根据权利要求5-7中任一项所述的位置服务方法,其特征在于,所述飞行聚合信息包括飞行热力图,所述飞行热力图包括位于所述若干聚合位置的热度图形标识。The location-based service method according to any one of claims 5-7, wherein the flight aggregation information includes a flight heat map, and the flight heat map includes heat graphic identifiers located at the plurality of aggregation locations.
  9. 根据权利要求1-8中任一项所述的位置服务方法,其特征在于,所述方法还包括:The location service method according to any one of claims 1-8, wherein the method further comprises:
    根据用户的位置创建操作创建起飞位置和/或航拍位置;Create a takeoff position and/or an aerial position based on the user's position creation operation;
    将创建的起飞位置和/或航拍位置发送给服务器。Send the created takeoff position and/or aerial position to the server.
  10. 根据权利要求1-9中任一项所述的位置服务方法,其特征在于,所述方法还包括:The location service method according to any one of claims 1-9, wherein the method further comprises:
    从服务器获取在所述目标位置对应的航拍位置拍摄得到的航拍作品的作品信息;Acquiring, from the server, the work information of the aerial photography work obtained by shooting at the aerial photography location corresponding to the target location;
    显示所述航拍作品的作品信息。Display the work information of the aerial photography work.
  11. 根据权利要求10所述的位置服务方法,其特征在于,所述航拍作品的作品信息包括以下至少一种:作品链接、预览图、评价信息、航拍建议、作品类别。The location service method according to claim 10, wherein the work information of the aerial photography work includes at least one of the following: a work link, a preview image, evaluation information, an aerial photography suggestion, and a work category.
  12. 根据权利要求11所述的位置服务方法,其特征在于,所述方法还包括:The location service method according to claim 11, wherein the method further comprises:
    获取用户对所述航拍作品的分享信息、评价信息、航拍建议和/或作品类别设置;Obtain the user's sharing information, evaluation information, aerial photography suggestions and/or work category settings for the aerial photography works;
    将所述分享信息、评价信息、航拍建议和/或作品类别设置发送给所述服务器。Send the sharing information, evaluation information, aerial photography suggestion and/or work category setting to the server.
  13. 根据权利要求1-12中任一项所述的位置服务方法,其特征在于,所述方法还包括:The location service method according to any one of claims 1-12, wherein the method further comprises:
    从服务器获取所述若干聚合位置的限飞信息。Obtain the flight restriction information of the several aggregated locations from the server.
  14. 一种位置服务方法,其特征在于,用于服务器,所述方法包括:A location service method, characterized in that it is used in a server, the method comprising:
    获取无人飞行器的飞行数据,所述飞行数据包括所述无人飞行器飞行的起飞位置和/或航拍位置;acquiring flight data of the unmanned aerial vehicle, the flight data including the take-off position and/or the aerial photography position of the unmanned aerial vehicle;
    对多个飞行数据中的所述起飞位置或航拍位置进行聚合,得到飞行聚合信 息,所述飞行聚合信息包括若干聚合位置的飞行热度信息;Aggregating the take-off positions or aerial photography positions in a plurality of flight data to obtain flight aggregation information, where the flight aggregation information includes flight heat information of several aggregation positions;
    将所述飞行聚合信息发送给无人飞行器的终端设备,以便所述终端设备显示所述飞行聚合信息。The flight aggregation information is sent to the terminal device of the UAV, so that the terminal device displays the flight aggregation information.
  15. 根据权利要求14所述的位置服务方法,其特征在于,所述方法还包括:The location service method according to claim 14, wherein the method further comprises:
    获取所述终端设备的目标位置;obtain the target location of the terminal device;
    所述将所述飞行聚合信息发送给无人飞行器的终端设备,包括:The terminal equipment that sends the flight aggregation information to the UAV includes:
    将所述目标位置对应的飞行聚合信息发送给无人飞行器的终端设备。The flight aggregation information corresponding to the target position is sent to the terminal device of the unmanned aerial vehicle.
  16. 根据权利要求14或15所述的位置服务方法,其特征在于,所述飞行热度信息包括飞行次数和/或热度图形标识,所述热度图形标识的颜色和/或大小根据对应聚合位置的飞行次数确定。The location service method according to claim 14 or 15, wherein the flight heat information includes the number of flights and/or a heat graphic mark, and the color and/or size of the heat graphic mark is based on the number of flights corresponding to the aggregated location. Sure.
  17. 根据权利要求16所述的位置服务方法,其特征在于,所述聚合位置包括起飞位置的第一聚合点,所述聚合位置的飞行次数包括在所述第一聚合点对应的起飞位置的起飞次数;和/或The location-based service method according to claim 16, wherein the aggregation position includes a first aggregation point of take-off positions, and the number of flights at the aggregation position includes the number of take-offs at the take-off position corresponding to the first aggregation point ;and / or
    所述聚合位置包括航拍位置的第二聚合点,所述聚合位置的飞行次数包括在所述第二聚合点对应的航拍位置的航拍次数。The aggregation position includes a second aggregation point of aerial photography positions, and the number of flights at the aggregation position includes the number of aerial photography at the aerial photography position corresponding to the second aggregation point.
  18. 根据权利要求17所述的位置服务方法,其特征在于,所述将所述飞行聚合信息发送给无人飞行器的终端设备,包括:The location service method according to claim 17, wherein the sending the flight aggregation information to the terminal device of the unmanned aerial vehicle comprises:
    确定与目标位置对应航拍位置的距离小于预设阈值的第一聚合点,或者确定与所述目标位置对应第二聚合点的距离小于预设阈值的第一聚合点;determining a first aggregation point whose distance from the aerial photography position corresponding to the target position is less than a preset threshold, or determining a first aggregation point whose distance from the second aggregation point corresponding to the target position is less than a preset threshold;
    将所述第一聚合点的飞行热度信息发送给无人飞行器的终端设备。Send the flight heat information of the first aggregation point to the terminal device of the unmanned aerial vehicle.
  19. 根据权利要求16-18中任一项所述的位置服务方法,其特征在于,所述飞行聚合信息包括飞行热力图,所述飞行热力图包括位于所述若干聚合位置的热度图形标识。The location-based service method according to any one of claims 16-18, wherein the flight aggregation information includes a flight heat map, and the flight heat map includes heat graphic identifiers located at the plurality of aggregation locations.
  20. 根据权利要求19所述的位置服务方法,其特征在于,所述方法还包括:The location service method according to claim 19, wherein the method further comprises:
    对所述若干聚合位置的飞行次数进行可视化处理,得到所述飞行热力图。The flight number of the several aggregated positions is visualized to obtain the flight heat map.
  21. 根据权利要求14-20中任一项所述的位置服务方法,其特征在于,所述对多个飞行数据中的所述起飞位置或航拍位置进行聚合,得到飞行聚合信息,包括:The location-based service method according to any one of claims 14-20, wherein the aggregating the take-off positions or aerial photography positions in multiple flight data to obtain flight aggregation information, comprising:
    对多个飞行数据中的所述起飞位置或航拍位置进行点聚合处理,得到若干聚合位置和各所述聚合位置的飞行次数。Perform point aggregation processing on the take-off positions or aerial photography positions in the plurality of flight data to obtain several aggregated positions and the number of flights at each of the aggregated positions.
  22. 根据权利要求21所述的位置服务方法,其特征在于,所述点聚合处理包括以下至少一种:基于网格的点聚合处理、基于距离的点聚合处理、基于网格和距离的点聚合处理、基于K-means的点聚合处理。The location service method according to claim 21, wherein the point aggregation processing comprises at least one of the following: grid-based point aggregation processing, distance-based point aggregation processing, grid-based and distance-based point aggregation processing , Point aggregation processing based on K-means.
  23. 根据权利要求22所述的位置服务方法,其特征在于,所述点聚合处理包括基于网格的点聚合处理或基于网格和距离的点聚合处理时,网格的大小对应100-200米的实际距离。The location service method according to claim 22, wherein when the point aggregation processing includes grid-based point aggregation processing or grid and distance-based point aggregation processing, the size of the grid corresponds to 100-200 meters. actual distance.
  24. 根据权利要求14-23中任一项所述的位置服务方法,其特征在于,所述方法还包括:The location service method according to any one of claims 14-23, wherein the method further comprises:
    获取用户在终端设备创建的起飞位置和/或航拍位置。Obtain the take-off position and/or aerial photography position created by the user on the terminal device.
  25. 根据权利要求14-24中任一项所述的位置服务方法,其特征在于,所述方法还包括:The location service method according to any one of claims 14-24, wherein the method further comprises:
    将在所述航拍位置拍摄得到的航拍作品的作品信息发送给所述终端设备。Sending the work information of the aerial photographic work obtained by shooting at the aerial photographing position to the terminal device.
  26. 根据权利要求25所述的位置服务方法,其特征在于,所述航拍作品的作品信息包括以下至少一种:作品链接、预览图、评价信息、航拍建议、作品类别。The location service method according to claim 25, wherein the work information of the aerial photography work includes at least one of the following: a work link, a preview image, evaluation information, an aerial photography suggestion, and a work category.
  27. 根据权利要求26所述的位置服务方法,其特征在于,所述方法还包括:The location service method according to claim 26, wherein the method further comprises:
    获取用户在终端设备对所述航拍作品的分享信息、评价信息、航拍建议和/或作品类别设置。Obtain the user's sharing information, evaluation information, aerial photography suggestions and/or work category settings on the aerial photography work on the terminal device.
  28. 根据权利要求14-27中任一项所述的位置服务方法,其特征在于,所述方法还包括:The location service method according to any one of claims 14-27, wherein the method further comprises:
    将所述若干聚合位置的限飞信息发送给所述终端设备。Sending the flight restriction information of the several aggregated locations to the terminal device.
  29. 根据权利要求28所述的位置服务方法,其特征在于,所述限飞信息、在所述航拍位置拍摄的航拍作品是从不同的平台获取的。The location-based service method according to claim 28, wherein the flight restriction information and the aerial photography works captured at the aerial photography location are obtained from different platforms.
  30. 一种终端设备,其特征在于,所述终端设备包括:A terminal device, characterized in that the terminal device includes:
    一个或多个处理器,单独地或共同地工作,用于执行:One or more processors, working individually or collectively, to perform:
    获取目标位置;get the target location;
    确定所述目标位置对应的飞行聚合信息,所述飞行聚合信息包括若干聚合位置的飞行热度信息,所述飞行聚合信息是对无人飞行器的多个飞行数据中的起飞位置或航拍位置进行聚合得到的;Determine the flight aggregation information corresponding to the target position, the flight aggregation information includes the flight heat information of several aggregation positions, and the flight aggregation information is obtained by aggregating the take-off position or aerial photography position in the multiple flight data of the unmanned aerial vehicle of;
    在所述终端设备的显示装置显示所述目标位置对应的飞行聚合信息。The flight aggregation information corresponding to the target position is displayed on the display device of the terminal device.
  31. 一种服务器,其特征在于,所述服务器包括:A server, characterized in that the server comprises:
    一个或多个处理器,单独地或共同地工作,用于执行:One or more processors, working individually or collectively, to perform:
    获取无人飞行器的飞行数据,所述飞行数据包括所述无人飞行器飞行的起飞位置和/或航拍位置;acquiring flight data of the unmanned aerial vehicle, the flight data including the take-off position and/or the aerial photography position of the unmanned aerial vehicle;
    对多个飞行数据中的所述起飞位置或航拍位置进行聚合,得到飞行聚合信息,所述飞行聚合信息包括若干聚合位置的飞行热度信息;Aggregating the take-off positions or aerial photography positions in the plurality of flight data to obtain flight aggregation information, where the flight aggregation information includes flight heat information of several aggregation positions;
    将所述飞行聚合信息发送给无人飞行器的终端设备,以便所述终端设备显示所述飞行聚合信息。The flight aggregation information is sent to the terminal device of the UAV, so that the terminal device displays the flight aggregation information.
  32. 一种计算机可读存储介质,其特征在于,所述计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时使所述处理器实现:A computer-readable storage medium, characterized in that the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the processor realizes:
    如权利要求1-13中任一项所述的位置服务方法;和/或The location service method of any one of claims 1-13; and/or
    如权利要求14-29中任一项所述的位置服务方法。A location service method as claimed in any one of claims 14-29.
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