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Multiple Concurrent Face Recognition Access Control System Based on Classification Algorithm and Its Recognition Method

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: 2021-01-19
大匠智联(深圳)科技有限公司
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  • 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

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  • Multiple Concurrent Face Recognition Access Control System Based on Classification Algorithm and Its Recognition Method
  • Multiple Concurrent Face Recognition Access Control System Based on Classification Algorithm and Its Recognition Method

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0057] Embodiment one, such as figure 1 with figure 2 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 are distributed and stored in multiple distributed computing servers 11 on a user-by-user basis, and all distributed computing servers 11 are uniformly dispatched through a dispatching platform server 10 to identify and send multiple gates 1 facial feature information. The dispatching platform server 10 stores the device numbers corresponding to all the registered gates 1 and the face matching record database, and each face matching record database records the distribution of user data sources when the corresponding gate 1 is successfully matched by face recognition. Formula computing server 11.

[0058] The methods include:

[0059] Step S1: After the dispatching platform server 10 receives the face feature inf...

Embodiment 2

[0066] Embodiment 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 are distributed and stored in multiple distributed computing servers 11 on a user-by-user basis, and all distributed computing servers 11 are uniformly dispatched through a dispatching platform server 10 to identify and send multiple gates 1 facial feature information. User data can be entered into the dispatching platform server 10 through a computer terminal connected to the dispatching platform, an ID card reader, and a camera, and the entered user data is distributed by the dispatching platform server 10 and distributed and stored in multiple distributed computing servers 11 .

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

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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, 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] Entrance and exit access control safety management system is a new modern safety management system, which integrates microcomputer automatic identification technology and modern safety management measures. It involves many new technologies such as electronics, machinery, optics, computer technology, communication technology, and biotechnology. It is an effective measure to solve important entrances and exits and realize security management. Applicable to buildings, schools, banks, hotels, parking lot management, computer rooms, offices, intelligent communities, factories, etc. The access control system has already surpassed the simple doorway and key management, and it has gradually develo...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G07C9/37G07C9/38G06K9/00
Inventor 刘震
Owner 大匠智联(深圳)科技有限公司
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