Classification algorithm based multiple-face recognition access control system and recognition method thereof

A classification algorithm and face recognition technology, applied in character and pattern recognition, computing, computer components, etc., can solve the problem that the storage capacity cannot accommodate enough facial feature information, slow recognition, etc., and the capacity is not limited , the effect of convenient expansion

Active Publication Date: 2019-05-24
大匠智联(深圳)科技有限公司
View PDF8 Cites 7 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, with the popularization of access control systems and the increase in the number of users in different application scenarios, the local storage capacity cannot accommodate enough facial feature information of users.
For example, in campus scenes, there may be 100,000 users, but traditional local identification can only accommodate 10,000 user information, and the more you search, the slower the identification

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Classification algorithm based multiple-face recognition access control system and recognition method thereof
  • Classification algorithm based multiple-face recognition access control system and recognition method thereof

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0057] Example one, such as figure 1 with figure 2 As shown, the recognition method of multi-concurrent face recognition access control system based on classification algorithm. All user data containing facial feature information and identity information is stored in multiple distributed computing servers 11 in units of users, and all distributed computing servers 11 are uniformly dispatched through a dispatch platform server 10 to identify multiple gates 1 and send Face feature information that comes. The dispatching platform server 10 stores the device numbers and face matching record libraries corresponding to all registered gates 1, and each face matching record library records the distribution of user data sources for each time the face recognition matching of the corresponding gate 1 is successful. 式 Calculation Server 11.

[0058] The method includes:

[0059] Step S1: After the dispatch platform server 10 receives the facial feature information and the device number sent...

Embodiment 2

[0066] Example two, such as figure 1 As shown, the recognition method of the multi-concurrent face recognition access control system based on the classification algorithm. All user data including facial feature information and identity information is stored in multiple distributed computing servers 11 in units of users, and all distributed computing servers 11 are uniformly dispatched through a dispatch platform server 10 to identify multiple gates 1 and send Face feature information that comes. The user data can be entered into the dispatch platform server 10 through the computer terminal, ID card recognizer, and camera connected to the dispatch platform, and the entered user data is then distributed by the dispatch platform server 10 and distributed and transferred to multiple distributed computing servers 11 .

[0067] The dispatching platform server 10 stores the device numbers and face matching record libraries corresponding to all the registered gates 1, and each face matc...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention discloses a classification algorithm based multiple-face recognition access control system and a recognition method thereof. The recognition method includes saving all user data including face characteristic information and identity information are saved in multiple distributed computing servers by the unit of users and dispatching all the distributed computing servers uniformly through a dispatching platform server to recognize face characteristic information sent from multiple gates; after the dispatching platform server receives the face characteristic information sent from the gate, distributing the face characteristic information preferably to the distributed computing server which has highest success rate of matching with the face characteristic information sent from the gates so as to carry out face recognition. With the classification algorithm and the multiple recognition task processing, quick face recognition to a high-capacity user group is realized, and the advantages of user data capacity expansion without interruption of the server and self-optimization of face recognition algorithm are achieved.

Description

Technical field [0001] The invention relates to the technical field of intelligent access control, and more specifically, it relates to a multi-concurrent face recognition access control system based on a classification algorithm and a recognition method thereof. Background technique [0002] The entrance and exit security management system is a new modern security management system, which integrates computer automatic identification technology and modern security management measures. It involves electronics, machinery, optics, computer technology, communication technology, biological technology and many other new technologies. It is an effective measure to solve important entrances and exits to realize safety management. Applicable to buildings, schools, banks, hotels, parking lot management, computer rooms, office rooms, intelligent communities, factories, etc. The access control system has already surpassed the simple doorway and key management, it has gradually developed int...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
Patent Type & Authority Applications(China)
IPC IPC(8): G07C9/00G06K9/00
Inventor 刘震
Owner 大匠智联(深圳)科技有限公司
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap