CN108009489A - Face for mass data is deployed to ensure effective monitoring and control of illegal activities analysis system - Google Patents
Face for mass data is deployed to ensure effective monitoring and control of illegal activities analysis system Download PDFInfo
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- CN108009489A CN108009489A CN201711227348.4A CN201711227348A CN108009489A CN 108009489 A CN108009489 A CN 108009489A CN 201711227348 A CN201711227348 A CN 201711227348A CN 108009489 A CN108009489 A CN 108009489A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/94—Hardware or software architectures specially adapted for image or video understanding
- G06V10/95—Hardware or software architectures specially adapted for image or video understanding structured as a network, e.g. client-server architectures
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
- G06V20/53—Recognition of crowd images, e.g. recognition of crowd congestion
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/168—Feature extraction; Face representation
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- General Physics & Mathematics (AREA)
- Multimedia (AREA)
- Theoretical Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Oral & Maxillofacial Surgery (AREA)
- General Health & Medical Sciences (AREA)
- Human Computer Interaction (AREA)
- Software Systems (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Image Processing (AREA)
Abstract
Deploy to ensure effective monitoring and control of illegal activities analysis system the invention discloses the face for mass data.It is related to technical field of software development.Including image acquisition units, mobile terminal, client, management server, image acquisition units are connected by LAN/private network with database server；Mobile terminal, client obtain the data message of resource allotting server by LAN/private network；Management server is connected with face match server, resource allotting server, database server respectively；Database server is connected with face match server；Face match server includes positioning feature point module, Face datection tracking module, face characteristic extraction module, image quality measure, face authentication/identification module.The present invention ensures the comprehensive of information gathering by image acquisition units, and LAN/private network has the characteristics that safe, ensures the security of data transmission procedure.
Description
Technical field
The invention belongs to technical field of software development, deploy to ensure effective monitoring and control of illegal activities analysis system more particularly to the face for mass data.
Background technology
The research of face recognition technology was started in phase late 1960s.Since later stage the 1990s, some business
The face identification system of industry progresses into market, still, these technologies and system from it is practical have with a certain distance from, performance and
Accuracy rate has much room for improvement.After the U.S. meets with the attack of terrorism, this technology causes extensive concern.As being easiest to the hidden knowledge used
Other technology, recognition of face become one of current International Terrorism and the most important means of safety precaution.
The identity for being mainly characterized by, in face, mainly distinguishing people by face of people, therefore for the video of people
Only photographed in monitoring system face video be only it is important.Traditional video monitoring system is apparent not there are some
Foot part, such as 24 it is small when work of not stopping work, have too many scene and video camera, monitoring work originally one is without purpose
Thing, when needed, it will be a very cumbersome thing to go to look back all video recordings.
The content of the invention
Deploy to ensure effective monitoring and control of illegal activities analysis system it is an object of the invention to provide the face for mass data, pass through image acquisition units bag
Monitor camera, interchanger are included, is evenly distributed with public places, ensures the comprehensive of information gathering, LAN/private network has security
The characteristics of high, ensure the security of data transmission procedure, alarm sent by management server, realize the quick processing of data,
Ensure the accuracy of information processing by Face datection tracking module.
In order to solve the above technical problems, the present invention is achieved by the following technical solutions：
The present invention is to deploy to ensure effective monitoring and control of illegal activities analysis system, including image acquisition units, mobile terminal, client for the face of mass data
End, management server, described image collecting unit are connected by LAN/private network with database server, image acquisition units
Collection for public place image information；The mobile terminal, client obtain resource allotting server by LAN/private network
Data message, mobile terminal, client are used for real-time reception face and deploy to ensure effective monitoring and control of illegal activities the result of analysis；The management server respectively with people
Face match server, resource allotting server, database server are connected；The database server and face match server
It is connected；The face match server include positioning feature point module, Face datection tracking module, face characteristic extraction module,
Image quality measure, face authentication/identification module.
Preferably, the management server is used for interaction, the registration for receiving client and the configuring request of deploying to ensure effective monitoring and control of illegal activities of client；
The database server is used to store face characteristic data and corresponding extension information；The resource allotting server is used to regard
The storage of frequency evidence；The resource allotting server carries out interacting for data with video wall.
Preferably, the positioning feature point module obtains face characteristic by database server, resource allotting server
Data, video pictures information.
Preferably, the positioning feature point module is connected with Face datection tracking module；The Face datection tracking module
It is connected with face characteristic extraction module；The face characteristic extraction module is connected with image quality measure；Described image quality is commented
Estimate and be connected with face authentication/identification module.
Preferably, the positioning feature point module is used for the division to facial characteristic area；The Face datection tracks mould
Block is used for the seizure of human face action.
Preferably, the client includes the pc client of Windows；The mobile terminal includes the hand of Android, iOS
The mobile terminals such as machine, tablet computer.
The invention has the advantages that：
Image acquisition units of the present invention include monitor camera, interchanger, are evenly distributed with public places, ensure information gathering
Comprehensive, the information of collection uploads to resource allotting server by LAN/private network, and LAN/private network has safe
The characteristics of, ensure the security of data transmission procedure, pass through the interaction of management server management client, the note of reception client
Volume and deploy to ensure effective monitoring and control of illegal activities configuring request, then by database server, face match server to the public place image information of collection/regard
Frequency information is analyzed, handled, and finds the blacklist name in database server, alarm is sent by management server, real
The quick processing of existing data, ensures the accuracy of information processing by Face datection tracking module.
Certainly, implement any of the products of the present invention and do not necessarily require achieving all the advantages described above at the same time.
Brief description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, embodiment will be described below required
Attached drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the present invention, for ability
For the those of ordinary skill of domain, without creative efforts, it can also be obtained according to these attached drawings other attached
Figure.
The face for mass data that Fig. 1 is the present invention is deployed to ensure effective monitoring and control of illegal activities analysis system；
Fig. 2 is the present inventor's face analysis system.
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 all other without creative efforts
Embodiment, belongs to the scope of protection of the invention.
Please refer to Fig.1 shown in -2, the present invention is to deploy to ensure effective monitoring and control of illegal activities analysis system, including Image Acquisition list for the face of mass data
Member, mobile terminal, client, management server, image acquisition units are connected by LAN/private network with database server, figure
As collecting unit is used for the collection of public place image information；Image acquisition units include monitor camera, interchanger；It is mobile
End, client obtain the data message of resource allotting server by LAN/private network, and mobile terminal, client are used to connect in real time
Receive face deploy to ensure effective monitoring and control of illegal activities analysis as a result, mobile terminal understands data message in real time suitable for police；Management server respectively with people
Face match server, resource allotting server, database server are connected；Database server and face match server phase
Connection；Face match server includes positioning feature point module, Face datection tracking module, face characteristic extraction module, image matter
Amount assessment, face authentication/identification module.
Wherein, management server is used for interaction, the registration for receiving client and the configuring request of deploying to ensure effective monitoring and control of illegal activities of client；Database
Server is used to store face characteristic data and corresponding extension information；Resource allotting server is used for the storage of video data；
Resource allotting server carries out interacting for data with video wall.
Wherein, positioning feature point module obtains face characteristic data by database server, resource allotting server, regards
Frequency pictorial information.
Wherein, positioning feature point module is connected with Face datection tracking module；Face datection tracking module and face characteristic
Extraction module is connected；Face characteristic extraction module is connected with image quality measure；Image quality measure and face authentication/identification mould
Block is connected.
Wherein, positioning feature point module is used for the division to facial characteristic area；Face datection tracking module is used for face
The seizure of action.
Wherein, client includes the pc client of Windows；Mobile terminal includes mobile phone, the tablet computer of Android, iOS
Deng mobile terminal.
One of the present embodiment has particular application as：
Image acquisition units include monitor camera, interchanger, are evenly distributed with public places, believe for public place image
The collection of breath/video information, the information of collection upload to resource allotting server by LAN/private network, pass through management service
The interaction of device management client, the registration for receiving client and configuring request of deploying to ensure effective monitoring and control of illegal activities, then matched by database server, face
Server is analyzed public place image information/video information of collection, is handled, and finds the black name in database server
Single name, alarm is sent by management server.
It is worth noting that, in said system embodiment, included unit is simply drawn according to function logic
Point, but above-mentioned division is not limited to, as long as corresponding function can be realized；In addition, each functional unit is specific
Title is also only to facilitate mutually distinguish, the protection domain being not intended to limit the invention.
In addition, one of ordinary skill in the art will appreciate that realize all or part of step in the various embodiments described above method
It is that relevant hardware can be instructed to complete by program, corresponding program can be stored in a computer-readable storage and be situated between
In matter, the storage medium, such as ROM/RAM, disk or CD.
Present invention disclosed above preferred embodiment is only intended to help and illustrates the present invention.Preferred embodiment is not detailed
All details are described, are not limited the invention to the specific embodiments described.Obviously, according to the content of this specification,
It can make many modifications and variations.This specification is chosen and specifically describes these embodiments, is in order to preferably explain the present invention
Principle and practical application so that skilled artisan can be best understood by and utilize the present invention.The present invention is only
Limited by claims and its four corner and equivalent.
Claims (6)
- Analysis system, including image acquisition units, mobile terminal, client, management service 1. the face for mass data is deployed to ensure effective monitoring and control of illegal activities Device, it is characterised in thatDescribed image collecting unit is connected by LAN/private network with database server, and image acquisition units are used for public field The collection of institute's image information；The mobile terminal, client obtain the data message of resource allotting server, mobile terminal, client by LAN/private network Hold the result for analysis of deploying to ensure effective monitoring and control of illegal activities for real-time reception face；The management server is connected with face match server, resource allotting server, database server respectively；The database server is connected with face match server；The face match server includes positioning feature point mould Block, Face datection tracking module, face characteristic extraction module, image quality measure, face authentication/identification module.
- The analysis system 2. face according to claim 1 for mass data is deployed to ensure effective monitoring and control of illegal activities, it is characterised in that the management clothes Device be engaged in for the interaction of client, the registration of reception client and configuring request of deploying to ensure effective monitoring and control of illegal activities；The database server is used to store Face characteristic data and corresponding extension information；The resource allotting server is used for the storage of video data；The resource point With server interacting for data is carried out with video wall.
- The analysis system 3. face according to claim 1 for mass data is deployed to ensure effective monitoring and control of illegal activities, it is characterised in that the characteristic point Locating module obtains face characteristic data, video pictures information by database server, resource allotting server.
- The analysis system 4. face according to claim 1 for mass data is deployed to ensure effective monitoring and control of illegal activities, it is characterised in that the characteristic point Locating module is connected with Face datection tracking module；The Face datection tracking module is connected with face characteristic extraction module；Institute Face characteristic extraction module is stated to be connected with image quality measure；Described image quality evaluation is connected with face authentication/identification module.
- The analysis system 5. face according to claim 4 for mass data is deployed to ensure effective monitoring and control of illegal activities, it is characterised in that the characteristic point Locating module is used for the division to facial characteristic area；The Face datection tracking module is used for the seizure of human face action.
- The analysis system 6. face according to claim 1 for mass data is deployed to ensure effective monitoring and control of illegal activities, it is characterised in that the client Pc client including Windows；The mobile terminal includes the mobile terminals such as the mobile phone of Android, iOS, tablet computer.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201711227348.4A CN108009489A (en) | 2017-11-29 | 2017-11-29 | Face for mass data is deployed to ensure effective monitoring and control of illegal activities analysis system |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201711227348.4A CN108009489A (en) | 2017-11-29 | 2017-11-29 | Face for mass data is deployed to ensure effective monitoring and control of illegal activities analysis system |
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| CN108009489A true CN108009489A (en) | 2018-05-08 |
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| CN201711227348.4A Pending CN108009489A (en) | 2017-11-29 | 2017-11-29 | Face for mass data is deployed to ensure effective monitoring and control of illegal activities analysis system |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112307830A (en) * | 2019-07-31 | 2021-02-02 | 北京博雅慧视智能技术研究院有限公司 | Digital retina mass target retrieval and deployment control method |
| CN112306985A (en) * | 2019-07-31 | 2021-02-02 | 北京博雅慧视智能技术研究院有限公司 | Digital retina multi-modal feature combined accurate retrieval method |
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| CN112307830A (en) * | 2019-07-31 | 2021-02-02 | 北京博雅慧视智能技术研究院有限公司 | Digital retina mass target retrieval and deployment control method |
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Application publication date: 20180508 |