CN112487854A - Application method for processing frontier defense video - Google Patents
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- CN112487854A CN112487854A CN201910866771.1A CN201910866771A CN112487854A CN 112487854 A CN112487854 A CN 112487854A CN 201910866771 A CN201910866771 A CN 201910866771A CN 112487854 A CN112487854 A CN 112487854A
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- G06V20/40—Scenes; Scene-specific elements in video content
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Abstract
The invention discloses an application method of border defense video processing, which comprises a border patrol unit, a monitoring unit, a detecting unit, a bayonet unit, an analyzing unit and a linkage unit, wherein the border patrol unit, the detecting unit, the bayonet unit, the linkage unit and the monitoring unit are all in communication connection with the analyzing unit, and by utilizing a border defense video monitoring system and utilizing a deep learning technology, a large number of target picture characteristics such as people, vehicles, ships and the like are extracted layer by layer and are subjected to screening training according to an artificial neural network, so that a machine has the capability of identifying targets in images. By combining artificial intelligence with border patrol, the invention realizes the intelligent border patrol, detection, identification, alarm and linkage functions of the front-end monitoring point turntable, and ensures the border line safety of homeland defense.
Description
Technical Field
The invention relates to an application method of edge-sea defense video processing.
Background
China's native width of breadth, possess the long border line, and these border lines are the last line of defense of national soil defence, directly relate to national security, how further strengthen the requirement on border line safety control with scientific and technical means is more and more urgent.
With the recent improvement of comprehensive strength of the country and the importance of the country on the safety of marine defense, a large number of high-performance special front-end monitoring devices are purchased and deployed to key sections or areas, and the suspicious targets are found conveniently and quickly by the investigation personnel by utilizing the current algorithms of image coding, image transformation, image description, image enhancement, image restoration, image identification and the like and combining the requirements of intelligent marine defense service application; the existing equipment has single function and cannot complete automatic tracking and alarm linkage of a target.
Disclosure of Invention
Aiming at the defects of the prior art, the invention provides an application method of the video processing of the coastal defense.
The technical scheme of the invention is as follows: the utility model provides an application method of limit sea defense video processing, is including patrolling limit unit, monitoring unit, detecting element, bayonet socket unit, analysis unit and linkage unit, patrol limit unit, detecting element, bayonet socket unit, linkage unit and monitoring unit all with analysis unit communication connection, it sets up the camera equipment on limit sea defense line for the interval to patrol limit unit, camera equipment circulates according to preset logic circuit and shoots, adjacent camera equipment links up through predetermined horizontal every single move field angle, the bayonet socket unit is for setting up the front end equipment that is used for the people face to take a candid photograph at limit sea defense barrack, warehouse, pier, the important road of transportation and secret keeping room access & exit, detecting element sets up the suspicious target that is used for detecting logic route internalization in the alarm area in logic route, analysis unit is through will patrolling limit unit, detecting element and the target image data conversion of bayonet socket unit in to structured digital information and establish through the photoelectricity revolving stage and establish The intelligent monitoring system is characterized by being used for carrying out target locking, target tracking, target positioning, target detection and target identification analysis, wherein the monitoring unit is an LED splicing large screen in a monitoring room and is used for presenting images shot in a side patrol unit, a detection unit and a bayonet unit, and the linkage unit is warning equipment arranged on a side defense line.
Specifically, the method comprises the following steps: the linkage unit is photoelectric warning light, loudspeaker and electronic screen.
Specifically, the method comprises the following steps: the detection unit detects suspicious targets in a scene by using a background modeling and frame difference method of video moving target detection.
Specifically, the method comprises the following steps: the target locking in the processing process of the analysis unit is that according to the size of a target display position, a rotary table is rapidly rotated to the target position, meanwhile, the target is adjusted to a proper lens multiple to clearly display the characteristics of the target, the target tracking is to immediately extract the color and HOG characteristics of a target image after the target is locked and perform linkage tracking by using a related filter self-adaptive algorithm to ensure that a target picture is stably displayed for a long time, the target positioning is to track the target and then to extract the key area image of the target image according to the type to prepare for subsequent identification according to the topographic information established near the current photoelectric rotary table equipment, the current relative position information and the recorded motion track, the target detection is to extract the key area image of the target image according to the type, the target identification is to identify the specific characteristic information of the target according to.
The invention has the beneficial effects that: by using the edge inspection unit, the monitoring unit, the detecting unit, the bayonet unit, the analyzing unit and the linkage unit, and by using the edge sea defense video monitoring system and by using a deep learning technology, a large number of target picture features such as people, vehicles, ships and the like are extracted layer by layer and are subjected to screening training according to an artificial neural network, so that the machine has the capability of identifying targets in images. By combining artificial intelligence with border sea defense patrolling, the invention realizes the intelligent border patrolling, detecting, identifying, alarming and linking functions of the front-end monitoring point turntable, and ensures the border line safety of homeland defense.
Drawings
The invention is further described below with reference to the accompanying drawings.
Fig. 1 is a block diagram of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention are clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1, an application method of video processing of edge sea defense includes an edge inspection unit, a monitoring unit, a detecting unit, a bayonet unit, an analyzing unit and a linkage unit, wherein the edge inspection unit, the detecting unit, the bayonet unit, the linkage unit and the monitoring unit are all in communication connection with the analyzing unit, the edge inspection unit is a photographic device arranged on an edge sea defense line at intervals, the photographic device performs circulating shooting according to a preset logic line, adjacent photographic devices are connected through a preset horizontal pitching field angle, the bayonet unit is a front-end device arranged at an edge sea defense area, a warehouse, a wharf, a traffic key way and a security room exit and used for face capture, the detecting unit is arranged in an alarm area in the logic line and used for detecting suspicious targets moving in the logic line, and the analyzing unit is used for detecting suspicious targets moving in the logic line by the edge inspection unit, Target image data in detecting unit and the bayonet socket unit convert into structured digital information and carry out the target locking through photoelectricity revolving stage equipment, target tracking, the target location, the analysis of target detection and target identification, the monitoring unit is the LED concatenation large-size screen in the monitor and is used for appearing the image of shooing in patrolling limit unit, detecting unit and the bayonet socket unit, the linkage unit is the alert equipment of setting on the limit sea defense line.
The linkage unit comprises a photoelectric warning lamp, a loudspeaker and an electronic screen.
The detection unit of the invention realizes the detection of suspicious targets in a scene by using the background modeling and the frame difference method of video moving target detection.
The target locking in the processing process of the analysis unit is that a rotary table is rapidly rotated to a target position according to the size of a target display position, meanwhile, the target is adjusted to a proper lens multiple to clearly display the characteristics of the target, the target tracking is to immediately extract the color and HOG characteristics of a target image after the target is locked and perform linkage tracking by using a related filter self-adaptive algorithm to ensure that a target picture is stably displayed for a long time, the target positioning is to track the target and then extract the key area image of the target image according to the type to prepare for subsequent identification according to the topographic information established near the current photoelectric rotary table equipment, the current relative position information and the recorded motion track, the target detection is to extract the key area image of the target image according to the type, the target identification is to identify the specific characteristic information of the target according to the type.
In the actual use process, the border patrol unit and the bayonet unit replace border sea defense fighters to carry out border patrol and monitoring at a border sea defense line and an entrance and exit, the detection unit detects suspicious targets at the border sea defense line and the entrance and exit, the analysis unit converts target image data in the border patrol unit, the detection unit and the bayonet unit into structured digital information and carries out target locking, target tracking, target positioning and target identification analysis through photoelectric turntable equipment, the linkage unit deters intruders through a photoelectric warning lamp, a loudspeaker and a display screen, and the monitoring unit is used for presenting images to enable operators to check.
The drawings and examples are only for the purpose of illustrating the invention and any suitable changes or modifications thereof which may occur to those skilled in the art should be considered as not departing from the scope of the invention.
Claims (4)
1. An application method of the border sea defense video processing is characterized in that: including patrolling limit unit, monitoring unit, detecting unit, bayonet socket unit, analysis element and linkage unit, patrolling limit unit, detecting unit, bayonet socket unit, linkage unit and monitoring unit all with analysis element communication connection, patrolling limit unit sets up the photographic equipment on the limit sea defense line for the interval, photographic equipment circulates according to preset's logic circuit and shoots, adjacent photographic equipment links up through predetermined level every single move field angle, the bayonet socket unit is for setting up the front end equipment that is used for face to take a candid photograph at limit sea defense barrack, warehouse, pier, the important road of traffic and secret room access & exit, detecting unit sets up the suspicious target that is used for detecting logic route internalization in the alarm area in the logic route, analysis element is through will patrolling limit unit, detecting unit and the target image data conversion in the bayonet socket unit to structured digital information and carry out the target locking through photoelectricity optical equipment, target tracking, target location, the analysis of target detection and target identification, the monitoring unit is the LED concatenation large-size screen in the monitor chamber and is used for presenting the image of shooing in border patrol unit, detecting unit and the bayonet socket unit, the linkage unit is the alert equipment of setting on the border sea defence line.
2. The application method of the coastal defense video processing according to claim 1, characterized in that: the linkage unit is photoelectric warning light, loudspeaker and electronic screen.
3. The application method of the coastal defense video processing according to claim 1, characterized in that: the detection unit detects suspicious targets in a scene by using a background modeling and frame difference method of video moving target detection.
4. The application method of the coastal defense video processing according to claim 1, characterized in that: the target locking in the processing process of the analysis unit is that according to the size of a target display position, a rotary table is rapidly rotated to the target position, meanwhile, the target is adjusted to a proper lens multiple to clearly display the characteristics of the target, the target tracking is to immediately extract the color and HOG characteristics of a target image after the target is locked and perform linkage tracking by using a related filter self-adaptive algorithm to ensure that a target picture is stably displayed for a long time, the target positioning is to track the target and then to extract the key area image of the target image according to the type to prepare for subsequent identification according to the topographic information established near the current photoelectric rotary table equipment, the current relative position information and the recorded motion track, the target detection is to extract the key area image of the target image according to the type, the target identification is to identify the specific characteristic information of the target according to.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201910866771.1A CN112487854A (en) | 2019-09-12 | 2019-09-12 | Application method for processing frontier defense video |
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| CN201910866771.1A CN112487854A (en) | 2019-09-12 | 2019-09-12 | Application method for processing frontier defense video |
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| CN112487854A true CN112487854A (en) | 2021-03-12 |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115100249A (en) * | 2022-06-24 | 2022-09-23 | 江西沃尔肯智能装备科技有限公司 | Intelligent factory monitoring system based on target tracking algorithm |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102663743A (en) * | 2012-03-23 | 2012-09-12 | 西安电子科技大学 | Multi-camera cooperative character tracking method in complex scene |
| CN103297751A (en) * | 2013-04-23 | 2013-09-11 | 四川天翼网络服务有限公司 | Wisdom skynet video behavior analyzing system |
| CN104135645A (en) * | 2014-07-31 | 2014-11-05 | 天津市亚安科技股份有限公司 | Video surveillance system and method for face tracking and capturing |
| US20150256835A1 (en) * | 2014-03-05 | 2015-09-10 | Nec Corporation | Video analysis apparatus, monitoring system, and video analysis method |
| CN206195969U (en) * | 2016-12-06 | 2017-05-24 | 天津银箭科技有限公司 | Many cameras link intelligence in real time and trail integration system |
| CN109709589A (en) * | 2019-01-09 | 2019-05-03 | 深圳市芯鹏智能信息有限公司 | A kind of air-sea region solid perceives prevention and control system |
-
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- 2019-09-12 CN CN201910866771.1A patent/CN112487854A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102663743A (en) * | 2012-03-23 | 2012-09-12 | 西安电子科技大学 | Multi-camera cooperative character tracking method in complex scene |
| CN103297751A (en) * | 2013-04-23 | 2013-09-11 | 四川天翼网络服务有限公司 | Wisdom skynet video behavior analyzing system |
| US20150256835A1 (en) * | 2014-03-05 | 2015-09-10 | Nec Corporation | Video analysis apparatus, monitoring system, and video analysis method |
| CN104135645A (en) * | 2014-07-31 | 2014-11-05 | 天津市亚安科技股份有限公司 | Video surveillance system and method for face tracking and capturing |
| CN206195969U (en) * | 2016-12-06 | 2017-05-24 | 天津银箭科技有限公司 | Many cameras link intelligence in real time and trail integration system |
| CN109709589A (en) * | 2019-01-09 | 2019-05-03 | 深圳市芯鹏智能信息有限公司 | A kind of air-sea region solid perceives prevention and control system |
Non-Patent Citations (1)
| Title |
|---|
| 陆兵;: "信息融合技术在边海防智能防控体系中的应用研究", 电脑知识与技术, no. 07, 5 March 2015 (2015-03-05) * |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115100249A (en) * | 2022-06-24 | 2022-09-23 | 江西沃尔肯智能装备科技有限公司 | Intelligent factory monitoring system based on target tracking algorithm |
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