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 PDFInfo
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- 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
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/36—Preventing errors by testing or debugging software
- G06F11/3604—Software analysis for verifying properties of programs
- G06F11/3612—Software analysis for verifying properties of programs by runtime analysis
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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
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.
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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 |
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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 |
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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 |
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