CN108089988A - Intelligent treatment demonstration and verification system on a kind of remote sensing images star - Google Patents

Intelligent treatment demonstration and verification system on a kind of remote sensing images star Download PDF

Info

Publication number
CN108089988A
CN108089988A CN201810005718.8A CN201810005718A CN108089988A CN 108089988 A CN108089988 A CN 108089988A CN 201810005718 A CN201810005718 A CN 201810005718A CN 108089988 A CN108089988 A CN 108089988A
Authority
CN
China
Prior art keywords
remote sensing
star
module
intelligent
sensing images
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201810005718.8A
Other languages
Chinese (zh)
Other versions
CN108089988B (en
Inventor
张浩鹏
姜志国
姚远
谢凤英
赵丹培
尹继豪
史振威
罗晓燕
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beihang University
Original Assignee
Beihang University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beihang University filed Critical Beihang University
Priority to CN201810005718.8A priority Critical patent/CN108089988B/en
Publication of CN108089988A publication Critical patent/CN108089988A/en
Application granted granted Critical
Publication of CN108089988B publication Critical patent/CN108089988B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/36Preventing errors by testing or debugging software
    • G06F11/3604Software analysis for verifying properties of programs
    • G06F11/3612Software analysis for verifying properties of programs by runtime analysis
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T1/00General purpose image data processing

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Computer Hardware Design (AREA)
  • Quality & Reliability (AREA)
  • General Engineering & Computer Science (AREA)
  • Selective Calling Equipment (AREA)
  • Image Processing (AREA)

Abstract

The invention discloses Intelligent treatment demonstration and verification systems on a kind of remote sensing images star.The system includes intelligent processing module and product generation module on operation control module, remote sensing images emulation module, star;Specific flow of presentation includes simulation imaging instruction, the generation of remote sensing emulating image, information intelligent processing and product generation;The present invention is designed using modularization idea, have that intelligence degree is high, autgmentability is strong, it can be achieved that on remote sensing images star Intelligent treatment key technology simulation demo.

Description

Intelligent treatment demonstration and verification system on a kind of remote sensing images star
Technical field
The present invention relates to satellite message processing technique fields, more particularly to intelligently locate on a kind of remote sensing images star Manage demonstration and verification system.
Background technology
In recent years, Intelligent treatment technology is more and more widely paid close attention on remote sensing images star.Remote sensing images on-board processing It is directly to handle the remote sensing images of acquisition using on-board equipment, obtains reaching ground receiver down again after efficient message and set It is standby, the compression, transmission, storage pressure of link are passed so as to reducing star number.
But Intelligent treatment technical intelligence degree is low on existing remote sensing images star, can only realize simple processing function. In order to promote the development of Intelligent treatment technology on remote sensing images star, before the in-orbit application of satellite, building one on the ground can It is very necessary with the system that demonstration and verification is carried out to Intelligent treatment technology on remote sensing images star.
Therefore, how to provide Intelligent treatment demonstration and verification system on a kind of remote sensing images star be those skilled in the art there is an urgent need for It solves the problems, such as.
The content of the invention
In view of this, the present invention provides Intelligent treatment demonstration and verification system on a kind of remote sensing images star, which can be real The processing of high-intelligentization on existing remote sensing images star, and demonstration and verification can be carried out to remote sensing images on-board processing flow.
To achieve these goals, the present invention adopts the following technical scheme that:
Intelligent treatment demonstration and verification system on a kind of remote sensing images star, including:Operation control module, remote sensing images emulation mould Intelligent processing module and product generation module on block, star, wherein,
The operation control module:According to different user demands, intelligent processing system on the remote sensing images star is completed Application scenarios configuration, parameter configuration and control instruction, and by the control instruction be sent to the remote sensing images emulation module, Intelligent processing module and the product generation module on the star, and receive intelligence on the remote sensing images emulation module and the star The feedback signaling of energy processing module;
The remote sensing images emulation module:Under the control of the control instruction, intelligently to locate on the remote sensing images star It manages demonstration and verification system and remote sensing emulating image is provided;
Intelligent processing module on the star:Under the control of the control instruction, the remote sensing emulating image is passed through into intelligence Energy algorithm is converted into the handling result of user demand;
The product generation module:Under the control of the control instruction, intelligence on remote sensing images star described in real-time display The operating status of demonstration and verification system is handled, and the remote sensing emulating image and the handling result are shown.
Beneficial effects of the present invention:Intelligent treatment demonstration and verification process on remote sensing images star can be realized using the system, and Intelligence degree is high, demonstrates visual result.
Further, the control instruction includes simulation imaging instruction, Intelligent treatment instruction, product generation instruction and operation shape State management instructs.
Further, the operation control module is completed intelligently to locate on the remote sensing images star according to different user demands The application scenarios configuration of reason system and the parameter configuration are completed in application scenarios configuration and the parameter configuration Afterwards, send the simulation imaging to the remote sensing emulation module to instruct, and receive the distant of the remote sensing images emulation module transmission Feel emulating image generation message;The operation control module is received after remote sensing emulating image generation message on the star Intelligent processing module sends the Intelligent treatment instruction, and receives the processing completion message of intelligent processing module on the star;Institute It states operation control module and receives the intelligent processing module transmission product generation on the star after the processing completion message Instruction;Wherein, the operation control module sends the operating status management to the product generation module in real time and instructs.
The advantageous effect of above-mentioned further technical solution:Operation control module ensure that the instruction and data between each module Transmission, the transmission of information flow, provides genuine and believable demonstration and verification environment for whole system on analogue simulation star.
Further, the remote sensing images emulation module receives the simulation imaging instruction, and is referred to according to the simulation imaging Order generates the remote sensing emulating image, and the remote sensing emulating image is respectively sent to intelligent processing module and institute on the star Product generation module is stated, while remote sensing emulating image generation message is sent to the operation control module.
The advantageous effect of above-mentioned further technical solution:Remote sensing images emulation module is intelligently to locate on entire remote sensing images star It manages demonstration and verification system and remote sensing emulating image is provided.
Further, after intelligent processing module receives the Intelligent treatment instruction on the star, by the remote sensing of reception Emulating image is converted into the handling result of user demand by intelligent algorithm, at the same by the processing complete message sending to The operation control module;After intelligent processing module receives the production instruction on the star, by the handling result It is sent to the product generation module.
The advantageous effect of above-mentioned further technical solution:Intelligent processing module can be according to the task need of different levels on star It asks, intelligent algorithm selection is provided, the application of most of remote sensing image processing can be met, and substantial amounts of remote sensing information can be existed The information of user's concern is converted on star, data user rate is improved, reduces data transmission pressure.
Further, operating status management described in the product generation module real-time reception instructs, and distant described in real-time display Feel the operating status of Intelligent treatment demonstration and verification system on image star;The product generation module receives the remote sensing emulating image With the handling result, and the remote sensing emulating image and the handling result are shown.
The advantageous effect of above-mentioned further technical solution:Product generation module can send intelligent processing module on star distant Sense emulating image and handling result are shown that verification whole system is whether normal operation;And it is possible to real-time display remote sensing figure As the operating status of Intelligent treatment demonstration and verification system on star, monitoring of the user to whole system is facilitated.
Further, the remote sensing images emulation module, which generates the remote sensing emulating image, includes two ways, a kind of mode For:Directly the remote sensing emulating image is generated using the remotely-sensed data containing corresponding application scenarios;Another way is:For should With scene, using remote sensing images synthesis of artificial software, generation is for the remote sensing emulating image of the application scenarios.
The advantageous effect of above-mentioned further technical solution:Remote sensing images emulation module can not only use the remote sensing number of storage According to generation remote sensing emulating image, and remote sensing analogous diagram of the image synthesis of artificial method generation for application scenarios can be combined Picture expands data source, and data supporting is provided for different application scenarios.
Further, intelligent processing module is made of CPU and GPU on the star, wherein, described in the CPU receptions and storage Remote sensing emulating image and the handling result for receiving and storing the GPU transmissions;The GPU receives what the CPU was sent Remote sensing emulating image, and the remote sensing emulating image is converted into the handling result of user demand, and the processing is tied Fruit is sent to the CPU.
It can be seen via above technical scheme that compared with prior art, intelligence on a kind of remote sensing images star disclosed by the invention Can handle demonstration and verification system, intelligence degree is high, application scenarios are wide, scalability is strong, can according to the demand of different user, Realize the demonstration of the remote sensing images on-board processing flow under different application scene.
Description of the drawings
It in order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing There is attached drawing needed in technology description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this The embodiment of invention, for those of ordinary skill in the art, without creative efforts, can also basis The attached drawing of offer obtains other attached drawings.
Fig. 1 attached drawings are Intelligent treatment demonstration and verification system composition schematic diagram on a kind of remote sensing images star of the present invention.
Fig. 2 attached drawings are Intelligent treatment demonstration and verification system flow chart on a kind of remote sensing images star of the present invention.
Specific embodiment
Below in conjunction with the attached drawing in the embodiment of the present invention, the technical solution in the embodiment of the present invention is carried out clear, complete Site preparation describes, it is clear that described embodiment is only part of the embodiment of the present invention, instead of all the embodiments.It is based on Embodiment in the present invention, those of ordinary skill in the art are obtained every other without making creative work Embodiment belongs to the scope of protection of the invention.
The embodiment of the invention discloses Intelligent treatment demonstration and verification system on a kind of remote sensing images star, referring to attached drawing 1, bag It includes:Operation control module, remote sensing images emulation module, intelligent processing module and product generation module on star, wherein,
Operation control module can complete Intelligent treatment demonstration and verification system on remote sensing images star according to the demand of different user Application scenarios configuration, parameter configuration and control instruction, and receive the feedback signaling that other modules are sent.Wherein, application scenarios Configuration includes the selection of the tasks such as target detection, variation detection or image mosaic;Parameter configuration include emulation data message and Intelligent algorithm selects;Control instruction includes simulation imaging instruction, Intelligent treatment instruction, product generation instruction and operating status management Instruction;Feedback signaling includes the remote sensing images that remote sensing images emulation module is sent and generates intelligent processing module hair on message and star Processing completion message sent etc..
The major function of remote sensing images emulation module is to provide remote sensing emulating image for entire demonstration and verification system.It generates distant Sense emulating image specifically includes two ways, it is a kind of be it is direct using the remotely-sensed data analogue camera containing corresponding application scenarios into Picture generates remote sensing emulating image, and another kind is for application scenarios, and using remote sensing images synthesis of artificial software, generation is directed to should With the remote sensing emulating image of scene.
It should be noted that remote sensing images emulation module preferentially utilizes the remote sensing number containing application scenarios of module storage It is soft using remote sensing images synthesis of artificial if not storing the remotely-sensed data of corresponding application scenarios according to generation remote sensing emulating image Part, generation is for the remote sensing emulating image of application scenarios.
Intelligent processing module is the core of Intelligent treatment demonstration and verification system on entire remote sensing images star on star, according to application Scene, using different intelligent algorithms, wherein, intelligent algorithm can be that the detection identification of remote sensing images typical case's man-made target is calculated Method, Multitemporal Remote Sensing Images change detection algorithm, multiple image stitching algorithm etc., intelligent processing module is by substantial amounts of remote sensing on star Emulating image data are converted into the information of user demand, improve the utilization rate of data, reduce the pressure of data transmission.
The operating status of product generation module real-time display whole system, and remote sensing emulating image and handling result are carried out Display.Wherein, remote sensing emulating image is shown by large screen, and the handling result that intelligent processing module exports on star is in client It is shown on mobile terminal, verification whole system is whether normal operation.
Embodiment 1, referring to attached drawing 2, Intelligent treatment demonstration and verification system flow chart on remote sensing images star of the present invention, specifically Flow of presentation includes simulation imaging instruction, the generation of remote sensing emulating image, information intelligent processing and product generation.With remote sensing images allusion quotation Exemplified by the detection identification of type man-made target, simulation demo step is as follows:
(1) target type (such as aircraft, vehicle, ship) that operation control module is paid close attention to according to user completes intelligence on star Demonstration and verification systematic parameter configuration and application scenarios configuration can be handled.Wherein, application scenarios are configured to mesh by operation control module Mark detection identification, and the configuration of remote sensing images emulation module is controlled to include intelligence in the remotely-sensed data and control star of concern target Intelligent algorithm is configured to the target detection recognizer for concern target by energy processing module, wherein, remote sensing images emulation mould The remotely-sensed data for including concern target of block configuration belongs to the emulation data message of parameter configuration, and intelligent processing module is matched somebody with somebody on star The target detection recognizer for concern target put belongs to the intelligent algorithm of parameter configuration.
(2) operation control module after configuration is complete, starts demonstration and verification process, and operation control module is imitated to remote sensing images True module sends simulation imaging instruction.
(3) after remote sensing images emulation module receives simulation imaging instruction message, the remote sensing number of configuration in step (1) is utilized According to the remote sensing emulating image containing concern target is generated, after the completion for the treatment of remote sensing images emulation, remote sensing images emulation module is to operation Control module sends remote sensing emulating image generation message, while the remote sensing emulating image containing concern target is transferred to star respectively Upper intelligent processing module and product generation module;Wherein, product generation module is gone out by large screen display containing concern target Remote sensing emulating image.
(4) after operation control module receives remote sensing emulating image generation message, intelligent processing module sends intelligence on star It can process instruction.
(5) after intelligent processing module receives Intelligent treatment instruction on star, start to receiving containing concern target Remote sensing emulating image carries out target detection identification.Wherein, the CPU on star in intelligent processing module is responsible for receiving and store containing related Target remote sensing emulating image is gazed at, and the remote sensing emulating image containing concern target is passed into GPU, GPU is according to step (1) pin The target detection recognizer of selection is configured to concern target, the remote sensing emulating image containing concern target is converted into user closes The target slice of note and position classification information, then target slice and position classification information are passed into CPU;Processing is completed Afterwards, intelligent processing module sends processing completion message to operation control module on star.
(6) after operation control module receives processing completion message, intelligent processing module sends product generation and refers on star It makes, after intelligent processing module receives product generation instruction on star, by the target slice and position classification information of user's concern It is sent to product generation module.
(7) target slice and position classification information that product generation module pays close attention to user are in the display of subscription client It is shown on interface, completes entire demonstration and verification process, also, during entire demonstration and verification, operation control module is real When to product generation module send operating status management instruction, correspondingly, product generation module can real-time display whole system Operating status facilitates monitoring of the user to whole system.
It should be noted that according to different user demands, the different applications such as target detection, variation detection or image mosaic Intelligent demonstration verification process is completed in an identical manner on the star of scene.
Each embodiment is described by the way of progressive in this specification, the highlights of each of the examples are with other The difference of embodiment, just to refer each other for identical similar portion between each embodiment.For device disclosed in embodiment For, since it is corresponded to the methods disclosed in the examples, so description is fairly simple, related part is said referring to method part It is bright.
The foregoing description of the disclosed embodiments enables professional and technical personnel in the field to realize or use the present invention. A variety of modifications of these embodiments will be apparent for those skilled in the art, it is as defined herein General Principle can be realized in other embodiments without departing from the spirit or scope of the present invention.Therefore, it is of the invention The embodiments shown herein is not intended to be limited to, and is to fit to and the principles and novel features disclosed herein phase one The most wide scope caused.

Claims (8)

1. a kind of Intelligent treatment demonstration and verification system on remote sensing images star, which is characterized in that including:Operation control module, remote sensing Intelligent processing module and product generation module in image simulation module, star, wherein,
The operation control module:According to different user demands, that completes intelligent processing system on the remote sensing images star should The remote sensing images emulation module, described is sent to scene configuration, parameter configuration and control instruction, and by the control instruction Intelligent processing module and the product generation module on star, and receive and intelligently locate on the remote sensing images emulation module and the star Manage the feedback signaling of module;
The remote sensing images emulation module:Under the control of the control instruction, drilled for Intelligent treatment on the remote sensing images star Show that verification system provides remote sensing emulating image;
Intelligent processing module on the star:Under the control of the control instruction, the remote sensing emulating image is passed through into intelligent calculation Method is converted into the handling result of user demand;
The product generation module:Under the control of the control instruction, Intelligent treatment on remote sensing images star described in real-time display The operating status of demonstration and verification system, and the remote sensing emulating image and the handling result are shown.
2. Intelligent treatment demonstration and verification system on a kind of remote sensing images star according to claim 1, which is characterized in that described Control instruction includes simulation imaging instruction, Intelligent treatment instruction, product generation instruction and operating status management instruction.
3. Intelligent treatment demonstration and verification system on a kind of remote sensing images star according to claim 2, which is characterized in that described Operation control module completes the application scenarios of intelligent processing system on the remote sensing images star according to different user demands Configuration and the parameter configuration, after the completion of application scenarios configuration and the parameter configuration, to the remote sensing emulation module The simulation imaging instruction is sent, and receives the remote sensing emulating image generation message that the remote sensing images emulation module is sent;Institute It states described in operation control module receives after remote sensing emulating image generation message and to send to intelligent processing module on the star Intelligent treatment instructs, and receives the processing completion message of intelligent processing module on the star;The operation control module receives Intelligent processing module sends the product generation instruction on the star after the processing completion message;Wherein, the operation control Molding block sends the operating status management to the product generation module in real time and instructs.
4. Intelligent treatment demonstration and verification system on a kind of remote sensing images star according to claim 3, which is characterized in that described Remote sensing images emulation module receives the simulation imaging instruction, and generates the remote sensing analogous diagram according to simulation imaging instruction Picture, and the remote sensing emulating image is respectively sent to intelligent processing module and the product generation module on the star, simultaneously Remote sensing emulating image generation message is sent to the operation control module.
5. Intelligent treatment demonstration and verification system on a kind of remote sensing images star according to claim 4, which is characterized in that described After intelligent processing module receives the Intelligent treatment instruction on star, the remote sensing emulating image of reception is passed through into intelligent algorithm The handling result of user demand is converted into, while the processing is completed message sending to the operation control module;Institute It states after intelligent processing module on star receives production instruction, the handling result is sent to the product and generates mould Block.
6. Intelligent treatment demonstration and verification system on a kind of remote sensing images star according to claim 5, which is characterized in that described Operating status management described in product generation module real-time reception instructs, and Intelligent treatment is drilled on remote sensing images star described in real-time display Show the operating status of verification system;The product generation module receives the remote sensing emulating image and the handling result, and will The remote sensing emulating image and the handling result are shown.
7. Intelligent treatment demonstration and verification system on a kind of remote sensing images star according to claim 1, which is characterized in that described Remote sensing images emulation module, which generates the remote sensing emulating image, includes two ways, and a kind of mode is:It directly utilizes containing correspondence The remotely-sensed data generation remote sensing emulating image of application scenarios;Another way is:For application scenarios, synthesized using remote sensing images Simulation software, generation is for the remote sensing emulating image of the application scenarios.
8. Intelligent treatment demonstration and verification system on a kind of remote sensing images star according to claim 5, which is characterized in that described Intelligent processing module is made of CPU and GPU on star, wherein, the CPU receives and stores the remote sensing emulating image, Yi Jijie Receive and store the handling result that the GPU is sent;The GPU receives the remote sensing emulating image that the CPU is sent, and by institute The handling result that remote sensing emulating image is converted into user demand by intelligent algorithm is stated, the handling result is sent to institute State CPU.
CN201810005718.8A 2018-01-03 2018-01-03 On-satellite intelligent processing demonstration verification system for remote sensing images Active CN108089988B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810005718.8A CN108089988B (en) 2018-01-03 2018-01-03 On-satellite intelligent processing demonstration verification system for remote sensing images

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810005718.8A CN108089988B (en) 2018-01-03 2018-01-03 On-satellite intelligent processing demonstration verification system for remote sensing images

Publications (2)

Publication Number Publication Date
CN108089988A true CN108089988A (en) 2018-05-29
CN108089988B CN108089988B (en) 2021-03-05

Family

ID=62179887

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810005718.8A Active CN108089988B (en) 2018-01-03 2018-01-03 On-satellite intelligent processing demonstration verification system for remote sensing images

Country Status (1)

Country Link
CN (1) CN108089988B (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112991219A (en) * 2021-03-25 2021-06-18 首都师范大学 On-satellite processing ground simulation system and method and electronic equipment
CN113112481A (en) * 2021-04-16 2021-07-13 北京理工雷科电子信息技术有限公司 Mixed heterogeneous on-chip architecture based on matrix network
CN114330095A (en) * 2021-11-20 2022-04-12 广西科学院 Artificial granite intelligent manufacturing method based on LBM-DEM aggregate grading interface characteristic regulation and control

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102306100B (en) * 2011-08-23 2014-04-02 西安空间无线电技术研究所 Satellite-borne software processing transponder system and method for processing configuration information by using same
GB2494689A (en) * 2011-09-16 2013-03-20 Excelerate Technology Ltd Managing a satellite support mechanism
CN106952256A (en) * 2017-03-21 2017-07-14 哈尔滨工业大学 Optical remote satellite image quality lifts all-around test stand
CN106991719B (en) * 2017-04-11 2018-07-03 华中科技大学 A kind of low orbit satellite detection semi-matter simulating system and method

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112991219A (en) * 2021-03-25 2021-06-18 首都师范大学 On-satellite processing ground simulation system and method and electronic equipment
CN112991219B (en) * 2021-03-25 2024-04-26 首都师范大学 Ground simulation system and method for on-board processing and electronic equipment
CN113112481A (en) * 2021-04-16 2021-07-13 北京理工雷科电子信息技术有限公司 Mixed heterogeneous on-chip architecture based on matrix network
CN113112481B (en) * 2021-04-16 2023-11-17 北京理工雷科电子信息技术有限公司 Hybrid heterogeneous on-chip architecture based on matrix network
CN114330095A (en) * 2021-11-20 2022-04-12 广西科学院 Artificial granite intelligent manufacturing method based on LBM-DEM aggregate grading interface characteristic regulation and control
CN114330095B (en) * 2021-11-20 2022-06-21 广西科学院 Artificial granite intelligent manufacturing method based on LBM-DEM aggregate grading interface characteristic regulation and control

Also Published As

Publication number Publication date
CN108089988B (en) 2021-03-05

Similar Documents

Publication Publication Date Title
CN108089988A (en) Intelligent treatment demonstration and verification system on a kind of remote sensing images star
CN108304075B (en) Method and device for performing man-machine interaction on augmented reality device
CN109032358A (en) The control method and device of AR interaction dummy model based on gesture identification
CN111047708B (en) Complex equipment high-risk project training system based on mixed reality
CN108762501A (en) AR display methods, intelligent terminal, AR equipment and system
CN104820418A (en) Embedded vision system for mechanical arm and method of use
CN112348937A (en) Face image processing method and electronic equipment
CN106530408A (en) Museum temporary exhibition planning and design system
CN107332977A (en) The method and augmented reality equipment of augmented reality
CN101529893B (en) Network image synthesizing display system
CN113253842A (en) Scene editing method and related device and equipment
CN110223148A (en) Shopping at network method of commerce and system
CN106101575A (en) Generation method, device and the mobile terminal of a kind of augmented reality photo
CN108614456A (en) A kind of household electrical appliances safety management system using AR augmented reality technologies
CN109005285A (en) augmented reality processing method, terminal device and storage medium
CN105472358A (en) Intelligent terminal about video image processing
CN109413152A (en) Image processing method, device, storage medium and electronic equipment
CN106131457A (en) A kind of GIF image generating method, device and terminal unit
CN106658107A (en) Multi-path multi-mode image display method
CN107688898A (en) A kind of Electric Power Marketing System and method based on intelligent management platform
CN110288207A (en) It is a kind of that the method and apparatus of scene information on duty is provided
CN105554040A (en) Remote video monitoring method and system
CN106791041B (en) A kind of information transferring method between intelligent terminal
CN113596323A (en) Intelligent group photo method, device, mobile terminal and computer program product
CN108961424A (en) Virtual information processing method, equipment and storage medium

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant