CN109671101A - Action trail acquisition device and intelligent terminal - Google Patents

Action trail acquisition device and intelligent terminal Download PDF

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Publication number
CN109671101A
CN109671101A CN201811455414.8A CN201811455414A CN109671101A CN 109671101 A CN109671101 A CN 109671101A CN 201811455414 A CN201811455414 A CN 201811455414A CN 109671101 A CN109671101 A CN 109671101A
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China
Prior art keywords
acquisition
module
target object
action trail
mobile device
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Pending
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CN201811455414.8A
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Chinese (zh)
Inventor
凌航焜
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Jiangsu Culture Investment Management Group Co Ltd
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Jiangsu Culture Investment Management Group Co Ltd
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Priority to CN201811455414.8A priority Critical patent/CN109671101A/en
Publication of CN109671101A publication Critical patent/CN109671101A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • G06T7/246Analysis of motion using feature-based methods, e.g. the tracking of corners or segments
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • G06T7/292Multi-camera tracking
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10016Video; Image sequence

Abstract

The present invention provides a kind of action trail acquisition device and intelligent terminals, are related to technical field of information processing.Behavior track acquisition device includes: identification module, inquires target object for receiving acquisition instructions, and according to acquisition instructions;Matching module, for carrying out shared matching to the mobile device for being formed by target area according to target object, to obtain the camera of mobile device and/or the control of the network port;Acquisition module, for carrying out positioning acquisition to target object, to obtain acquisition data;Analysis module, for according to acquisition data to draw action trail image.The present invention passes through the design of matching module and acquisition module, the acquisition of target object is carried out in a manner of making that multi-angle, more collection points can be used, it effectively prevents not carrying acquisition mistake caused by smart machine or network cause target object, and then effectively raises the reliability to target object acquisition.

Description

Action trail acquisition device and intelligent terminal
Technical field
The present invention relates to technical field of information processing, whole in particular to a kind of action trail acquisition device and intelligence End.
Background technique
Currently, mainly passing through global positioning system (Global Positioning System, GPS) positioning and channel radio Communication network positions two kinds of location technologies, the track point data of acquisition target, and then determines the motion track of the object.Wherein, Latitude and longitude information and its corresponding time information in track point data collected comprising each tracing point.
However, due to some, for example, target object does not carry smart machine or network cause etc., so that can not adopt Collect enough track point datas, therefore, it is impossible to the motion track of target object be accurately determined, so as to cause it is determined The reduction of the reliability of motion track.
Summary of the invention
The present invention provides a kind of action trail acquisition device and intelligent terminals, it is intended to improve existing action trail acquisition In the process, the lower technical problem of reliability.
In a first aspect, providing a kind of action trail acquisition device, comprising:
Identification module inquires target object for receiving acquisition instructions, and according to the acquisition instructions;
Matching module, for carrying out shared to the mobile device for being formed by target area according to the target object Match, to obtain the camera of the mobile device and/or the control of the network port;
Acquisition module, for carrying out positioning acquisition to the target object, to obtain acquisition data, the positioning acquisition institute The acquisition mode used acquires for shooting, collecting and/or network address;
Analysis module, for according to the acquisition data to draw action trail image.
Further, in preferred embodiments of the present invention, the identification module includes:
First acquisition unit, for obtaining the signature identification carried in the acquisition instructions, the signature identification is multiple The combination of characteristic parameter, the characteristic parameter include height parameter, face-image parameter, fingerprint parameter, audio frequency parameter and clothing It wears with parameter;
Recognition unit, for the acquisition according to the second acquisition unit as a result, knowing to the pedestrian in specified region It does not match, to inquire the target object.
Further, in preferred embodiments of the present invention, the matching module includes:
Matching unit, for obtaining the current coordinate point of the target object, according to current coordinate point generation Target area obtains the port address of the mobile device in the target area, and according to the port address and the shifting Dynamic equipment carries out communication connection;
Shared cell, for forming a local area network according to the port address, the local area network is used for the mobile device The transmission of the data of the upper camera and/or the network port.
Further, in preferred embodiments of the present invention, the acquisition module:
First acquisition unit, for control in the mobile device camera by the first prefixed time interval continue into Row shooting, to obtain image data;
Second acquisition unit, it is lasting by the second prefixed time interval for controlling the network port in the mobile device The transmission of current address is carried out, to obtain coordinate data.
Further, in preferred embodiments of the present invention, the analysis module includes:
Judging unit, for judging in the picture in described image data with the presence or absence of the target object;
Second acquisition unit, for there are the targets when the judgment module determines the picture in described image data When object, the corresponding coordinate data is obtained;
Drawing unit is used for according to the coordinate data with track drafting image, to the coordinate points on the trace image Building label is carried out, and according to label result to carry out behavioural analysis.
Further, in preferred embodiments of the present invention, the action trail acquisition device further include:
Protection module, for when the action trail acquisition device is cracked, obtaining the finger print information for cracking people, and root It cracks people to described according to the finger print information and is tracked.
Further, in preferred embodiments of the present invention, the action trail acquisition device further include:
Update module, for obtaining the current coordinate point of the target object in real time, and according to the current coordinate point control Make the shared matching that the matching module is re-started the mobile device by third prefixed time interval.
Further, in preferred embodiments of the present invention, the action trail acquisition device further include:
Removing module, for when between the current coordinate point and the mobile device that the update module is got When distance is greater than distance threshold, disconnect with the shared matching of the mobile device, and delete adopting of storing in the mobile device Collect data.
The beneficial effects of the present invention are: by the design of the identification module, can effectively according to the acquisition instructions with The target object is inquired, the subsequent track to the target object is facilitated and acquires, improves the action trail acquisition dress The accuracy for setting acquisition, by the design of the matching module and the acquisition module, so that can be using multi-angle, more acquisitions The mode of point carries out the acquisition of the target object, effectively prevents not carrying smart machine or network due to the target object Acquisition mistake caused by reason, and then effectively raise the reliability to target object acquisition.
Second aspect provides a kind of intelligent terminal, comprising: ontology and above-mentioned action trail acquisition device, the behavior Track acquisition device is set in the ontology.
Detailed description of the invention
It, below will be to use required in embodiment in order to illustrate more clearly of the technical solution of embodiment of the present invention Attached drawing be briefly described, it should be understood that the following drawings illustrates only certain embodiments of the present invention, therefore is not to be seen as It is the restriction to range, it for those of ordinary skill in the art, without creative efforts, can be with root Other relevant attached drawings are obtained according to these attached drawings.
Fig. 1 is the structural schematic diagram for the action trail acquisition device that first embodiment of the invention provides;
Fig. 2 is the structural schematic diagram for the action trail acquisition device that second embodiment of the invention provides;
Fig. 3 is the structural schematic diagram for the action trail acquisition device that third embodiment of the invention provides;
Essential element symbol description:
Specific embodiment
For the ease of more fully understanding the present invention, the present invention is carried out further below in conjunction with related embodiment attached drawing It explains.The embodiment of the present invention is given in attached drawing, but the present invention is not limited in above-mentioned preferred embodiment.On the contrary, providing The purpose of these embodiments be in order to make disclosure of the invention face more sufficiently.
Expression or logic and/or step described otherwise above herein in flow charts, for example, being considered use In the order list for the executable instruction for realizing logic function, may be embodied in any computer-readable medium, for Instruction execution system, device or equipment (such as computer based system, including the system of processor or other can be held from instruction The instruction fetch of row system, device or equipment and the system executed instruction) it uses, or combine these instruction execution systems, device or set It is standby and use.For the purpose of this specification, " computer-readable medium ", which can be, any may include, stores, communicates, propagates or pass Defeated program is for instruction execution system, device or equipment or the dress used in conjunction with these instruction execution systems, device or equipment It sets.
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example Point is included at least one embodiment or example of the invention.In the present specification, schematic expression of the above terms are not Centainly refer to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be any One or more embodiment or examples in can be combined in any suitable manner.
Embodiment 1, referring to Fig. 1, first embodiment of the invention provides a kind of action trail acquisition device 100, comprising:
Identification module 10 inquires target object for receiving acquisition instructions, and according to the acquisition instructions, wherein described Acquisition instructions can be transmitted by the way of the instruction of voice signal, wireless signal or message, it is preferred that the acquisition instructions It can also be transmitted by the way of phonetic matrix or picture format, and obtain the feature in the acquisition instructions in the module Mark, to inquire the target object.
Matching module 20, for carrying out shared to the mobile device for being formed by target area according to the target object Match, to obtain the camera of the mobile device and/or the control of the network port, wherein the target area is with described The current coordinate point of target object is that origin is formed by region, it is preferred that the target area can be according to user demand Any range shape, and by obtaining the camera of the mobile device and/or the control of the network port in the module, with side Continue after an action of the bowels and the track of the target object is acquired.
Acquisition module 30, for carrying out positioning acquisition to the target object, to obtain acquisition data, the positioning acquisition Used acquisition mode is that shooting, collecting and/or network address acquire, wherein the shooting, collecting is used to pass through the camera Image taking acquisition is carried out, coordinate of the network address acquisition for carrying out the target object by sending coordinate position is fixed Position, and then effectively facilitate the drafting of the subsequent action trail for the target object.
Analysis module 40, for according to the acquisition data to draw action trail image, wherein by obtaining in the module It takes in the acquisition data coordinate point data to mark coordinate points, and the coordinate points after label is attached with track drafting figure Picture carries out building label by inquiring the architecture information on each mark point coordinate periphery respectively, and to each mark point, to obtain The action trail image, wherein building is marked by using title or the mode of image to carry out correspondence markings, the building mark Note is for the convenient behavioural analysis to target object described in the trace image.
Update module 50, for obtaining the current coordinate point of the target object in real time, and according to the current coordinate point Control the shared matching that the matching module 20 is re-started the mobile device by third prefixed time interval, wherein pass through The design of the update module 50 so as to effectively be updated to the position of the target object, and is updated to the movement The control of equipment, and then effectively raise the reliability of the action trail acquisition device 100.
Specifically, the identification module 10 includes:
First acquisition unit 11, for obtaining the signature identification carried in the acquisition instructions, the signature identification is more The combination of a characteristic parameter, the characteristic parameter include height parameter, face-image parameter, fingerprint parameter, audio frequency parameter and clothing Object is worn with parameter;
Recognition unit 12, for according to the second acquisition unit 42 acquisition as a result, to the pedestrian in specified region into Row identification matching, to inquire the target object, wherein camera by obtaining roadside in the specified region shoot image with Carry out identification matching.
In the present embodiment, the matching module 20 includes:
Matching unit 21 generates institute according to the current coordinate point for obtaining the current coordinate point of the target object State target area, obtain the port address of the mobile device in the target area, and according to the port address with it is described Mobile device carries out communication connection;
Shared cell 22, for forming a local area network according to the port address, the local area network is set for the movement The transmission of the data of the standby camera and/or the network port.
In addition, the acquisition module 30:
First acquisition unit 31, it is lasting by the first prefixed time interval for controlling the camera in the mobile device It is shot, to obtain image data;
Second acquisition unit 32 is held for controlling in the mobile device network port by the second prefixed time interval The continuous transmission for carrying out current address, to obtain coordinate data.
Further, in preferred embodiments of the present invention, the analysis module 40 includes:
Judging unit 41, for judging in the picture in described image data with the presence or absence of the target object;
Second acquisition unit 42, for there are the mesh when the judgment module determines the picture in described image data When marking object, the corresponding coordinate data is obtained;
Drawing unit 43 is used for according to the coordinate data with track drafting image, to the coordinate on the trace image Point carries out building label, and according to label result to carry out behavioural analysis.
It, can be effectively according to the acquisition instructions to inquire by the design of the identification module 10 in the present embodiment Target object is stated, the subsequent track to the target object is facilitated and acquires, improve the action trail acquisition device 100 and adopt The accuracy of collection, by the design of the matching module 20 and the acquisition module 30, so that can be using multi-angle, more acquisitions The mode of point carries out the acquisition of the target object, effectively prevents not carrying smart machine or network due to the target object Acquisition mistake caused by reason, and then effectively raise the reliability to target object acquisition.
Embodiment 2 is the structural representation for the action trail acquisition device 100a that second embodiment of the invention provides referring to Fig. 2 Figure, comprising:
Identification module 10 inquires target object for receiving acquisition instructions, and according to the acquisition instructions, wherein described Acquisition instructions can be transmitted by the way of the instruction of voice signal, wireless signal or message, it is preferred that the acquisition instructions It can also be transmitted by the way of phonetic matrix or picture format, and obtain the feature in the acquisition instructions in the module Mark, to inquire the target object.
Matching module 20, for carrying out shared to the mobile device for being formed by target area according to the target object Match, to obtain the camera of the mobile device and/or the control of the network port, wherein the target area is with described The current coordinate point of target object is that origin is formed by region, it is preferred that the target area can be according to user demand Any range shape, and by obtaining the camera of the mobile device and/or the control of the network port in the module, with side Continue after an action of the bowels and the track of the target object is acquired.
Acquisition module 30, for carrying out positioning acquisition to the target object, to obtain acquisition data, the positioning acquisition Used acquisition mode is that shooting, collecting and/or network address acquire, wherein the shooting, collecting is used to pass through the camera Image taking acquisition is carried out, coordinate of the network address acquisition for carrying out the target object by sending coordinate position is fixed Position, and then effectively facilitate the drafting of the subsequent action trail for the target object.
Analysis module 40, for according to the acquisition data to draw action trail image, wherein by obtaining in the module It takes in the acquisition data coordinate point data to mark coordinate points, and the coordinate points after label is attached with track drafting figure Picture carries out building label by inquiring the architecture information on each mark point coordinate periphery respectively, and to each mark point, to obtain The action trail image, wherein building is marked by using title or the mode of image to carry out correspondence markings, the building mark Note is for the convenient behavioural analysis to target object described in the trace image.
Update module 50, for obtaining the current coordinate point of the target object in real time, and according to the current coordinate point Control the shared matching that the matching module 20 is re-started the mobile device by third prefixed time interval, wherein pass through The design of the update module 50 so as to effectively be updated to the position of the target object, and is updated to the movement The control of equipment, and then effectively raise the reliability of the action trail acquisition device 100a.
Specifically, the identification module 10 includes:
First acquisition unit 11, for obtaining the signature identification carried in the acquisition instructions, the signature identification is more The combination of a characteristic parameter, the characteristic parameter include height parameter, face-image parameter, fingerprint parameter, audio frequency parameter and clothing Object is worn with parameter;
Recognition unit 12, for according to the second acquisition unit 42 acquisition as a result, to the pedestrian in specified region into Row identification matching, to inquire the target object, wherein camera by obtaining roadside in the specified region shoot image with Carry out identification matching.
In the present embodiment, the matching module 20 includes:
Matching unit 21 generates institute according to the current coordinate point for obtaining the current coordinate point of the target object State target area, obtain the port address of the mobile device in the target area, and according to the port address with it is described Mobile device carries out communication connection;
Shared cell 22, for forming a local area network according to the port address, the local area network is set for the movement The transmission of the data of the standby camera and/or the network port.
In addition, the acquisition module 30:
First acquisition unit 31, it is lasting by the first prefixed time interval for controlling the camera in the mobile device It is shot, to obtain image data;
Second acquisition unit 32 is held for controlling in the mobile device network port by the second prefixed time interval The continuous transmission for carrying out current address, to obtain coordinate data.
Further, in preferred embodiments of the present invention, the analysis module 40 includes:
Judging unit 41, for judging in the picture in described image data with the presence or absence of the target object;
Second acquisition unit 42, for there are the mesh when the judgment module determines the picture in described image data When marking object, the corresponding coordinate data is obtained;
Drawing unit 43 is used for according to the coordinate data with track drafting image, to the coordinate on the trace image Point carries out building label, and according to label result to carry out behavioural analysis.
Preferably, the action trail acquisition device 100a further include:
Removing module 51, the current coordinate point and the mobile device for getting when the update module 50 it Between distance when being greater than distance threshold, disconnect with the shared matching of the mobile device, and delete and stored in the mobile device Acquisition data.
It, can be effectively according to the acquisition instructions to inquire by the design of the identification module 10 in the present embodiment Target object is stated, the subsequent track to the target object is facilitated and acquires, improve the action trail acquisition device 100a The accuracy of acquisition, by the design of the matching module 20 and the acquisition module 30, so as to which multi-angle can be used, adopted more The mode of collection point carries out the acquisition of the target object, effectively prevents not carrying smart machine or net due to the target object Acquisition mistake caused by network reason, and then effectively raise the reliability to target object acquisition.
Embodiment 3 is the structural representation for the action trail acquisition device 100b that third embodiment of the invention provides referring to Fig. 3 The structure of figure, the 3rd embodiment and second embodiment is more or less the same, and difference is, in the present embodiment, the action trail Acquisition device 100b further include:
Protection module 52, for when the action trail acquisition device 100b is cracked, obtaining the fingerprint letter for cracking people Breath, and crack people to described according to the finger print information and be tracked, wherein when detecting the row in the protection module 52 It is automatic to obtain the finger print information for currently cracking people when to generate cracking code in the acquisition device 100b of track, according to the fingerprint Information is tracked, and then effectively raises the protective performance and security performance of the action trail acquisition device 100b.
Preferably, the present embodiment also provides a kind of intelligent terminal, comprising: ontology and above-mentioned action trail acquisition device 100b, the action trail acquisition device 100b are set in the ontology.
The technical effect and embodiment 1 of device provided by the embodiment of the present invention, realization principle and generation are identical, for letter It describes, the present embodiment does not refer to place, can refer to corresponding contents in embodiment 1.
The device obtained by above-mentioned design has been able to satisfy substantially by way of multi-angle, more collection points, with raising pair The reliability of target object action trail acquisition, but in line with the objective for further improving its function, designer carries out the device Further improvement.
It is apparent to those skilled in the art that for convenience and simplicity of description, only with above-mentioned each function The division progress of unit, module can according to need and for example, in practical application by above-mentioned function distribution by different function Energy unit or module are completed, i.e., the internal structure of storage device is divided into different functional unit or module, more than completing The all or part of function of description.Each functional unit in embodiment, module can integrate in one processing unit, It can be each unit to physically exist alone, can also be integrated in one unit with two or more units, it is above-mentioned integrated Unit both can take the form of hardware realization, can also realize in the form of software functional units.In addition, each function list Member, the specific name of module are also only for convenience of distinguishing each other, the protection scope being not intended to limit this application.
It will be understood by those skilled in the art that composed structure shown in Fig. 3 is not constituted to action trail of the invention The restriction of acquisition device 100b may include perhaps combining certain components or different than illustrating more or fewer components Component layout, and the action trail acquisition device 100 in Fig. 1-3 also uses more or fewer portions shown in Fig. 3 to 100b Part combines certain components or different component layouts perhaps to realize.The so-called unit of the present invention, module etc. refer to one kind Can performed by the processor (not shown) in the action trail acquisition device 100b and function enough complete specific function Series of computation machine program, in the storage equipment (not shown) that can be stored in the action trail acquisition device 100b.
Above embodiment described technical principles of the invention, and the description is merely to explain the principles of the invention, and It cannot be construed to the limitation of the scope of the present invention in any way.Based on the explanation herein, those skilled in the art is not required to Other specific embodiments of the invention can be associated by paying creative labor, these modes fall within of the invention In protection scope.

Claims (9)

1. a kind of action trail acquisition device characterized by comprising
Identification module inquires target object for receiving acquisition instructions, and according to the acquisition instructions;
Matching module, for carrying out shared matching to the mobile device for being formed by target area according to the target object, with Obtain the camera of the mobile device and/or the control of the network port;
Acquisition module, for carrying out positioning acquisition to the target object, to obtain acquisition data, the positioning acquisition is used Acquisition mode be that shooting, collecting and/or network address acquire;
Analysis module, for according to the acquisition data to draw action trail image.
2. action trail acquisition device according to claim 1, which is characterized in that the identification module includes:
First acquisition unit, for obtaining the signature identification carried in the acquisition instructions, the signature identification is multiple features The combination of parameter, the characteristic parameter include that height parameter, face-image parameter, fingerprint parameter, audio frequency parameter and clothing are worn and matched Parameter;
Recognition unit, for the acquisition according to the second acquisition unit as a result, carrying out identification to the pedestrian in specified region Match, to inquire the target object.
3. action trail acquisition device according to claim 1, which is characterized in that the matching module includes:
Matching unit generates the target according to the current coordinate point for obtaining the current coordinate point of the target object Region obtains the port address of the mobile device in the target area, and is set according to the port address and the movement It is standby to carry out communication connection;
Shared cell, for forming a local area network according to the port address, the local area network is for institute in the mobile device State the data transmission of camera and/or the network port.
4. action trail acquisition device according to claim 1, which is characterized in that the acquisition module:
First acquisition unit is persistently clapped for controlling in the mobile device camera by the first prefixed time interval It takes the photograph, to obtain image data;
Second acquisition unit is persistently carried out for controlling in the mobile device network port by the second prefixed time interval The transmission of current address, to obtain coordinate data.
5. action trail acquisition device according to claim 4, which is characterized in that the analysis module includes:
Judging unit, for judging in the picture in described image data with the presence or absence of the target object;
Second acquisition unit, for there are the target objects when the judgment module determines the picture in described image data When, obtain the corresponding coordinate data;
Drawing unit, for, with track drafting image, being carried out to the coordinate points on the trace image according to the coordinate data Building label, and according to label result to carry out behavioural analysis.
6. action trail acquisition device according to claim 1, which is characterized in that the action trail acquisition device also wraps It includes:
Protection module, for obtaining the finger print information for cracking people, and according to institute when the action trail acquisition device is cracked Finger print information is stated to crack people to described and be tracked.
7. action trail acquisition device according to claim 1, which is characterized in that the action trail acquisition device also wraps It includes:
Update module controls institute for obtaining the current coordinate point of the target object in real time, and according to the current coordinate point State the shared matching that matching module is re-started the mobile device by third prefixed time interval.
8. action trail acquisition device according to claim 7, which is characterized in that the action trail acquisition device also wraps It includes:
Removing module, the distance between described current coordinate point and the mobile device for being got when the update module When greater than distance threshold, the shared matching with the mobile device is disconnected, and delete the acquisition number stored in the mobile device According to.
9. a kind of intelligent terminal characterized by comprising the acquisition of action trail described in ontology and claim 1 to 8 any one Device, the action trail acquisition device are set in the ontology.
CN201811455414.8A 2018-11-30 2018-11-30 Action trail acquisition device and intelligent terminal Pending CN109671101A (en)

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Application Number Priority Date Filing Date Title
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Application Number Priority Date Filing Date Title
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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021026848A1 (en) * 2019-08-14 2021-02-18 深圳市大疆创新科技有限公司 Image processing method and device, and photographing apparatus, movable platform and storage medium
CN113628243A (en) * 2020-05-08 2021-11-09 广州海格通信集团股份有限公司 Motion trajectory acquisition method and device, computer equipment and storage medium
CN113671513A (en) * 2020-05-14 2021-11-19 日立乐金光科技株式会社 Distance measuring system and calibration method of distance measuring sensor

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021026848A1 (en) * 2019-08-14 2021-02-18 深圳市大疆创新科技有限公司 Image processing method and device, and photographing apparatus, movable platform and storage medium
CN113628243A (en) * 2020-05-08 2021-11-09 广州海格通信集团股份有限公司 Motion trajectory acquisition method and device, computer equipment and storage medium
CN113671513A (en) * 2020-05-14 2021-11-19 日立乐金光科技株式会社 Distance measuring system and calibration method of distance measuring sensor
CN113671513B (en) * 2020-05-14 2024-02-23 日立乐金光科技株式会社 Ranging system and calibration method of ranging sensor

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Application publication date: 20190423