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Face recognition method and device, computer equipment and storage medium

A technology of face recognition and face image, which is applied in the field of face recognition, can solve the problems that 3D face data is not easy to obtain and the accuracy of 3D face recognition is difficult, so as to improve the accuracy and reliability and reduce the cost of images. required effect

Pending Publication Date: 2021-07-27
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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AI Technical Summary

Problems solved by technology

However, since 3D face recognition technology relies on the amount of training data, and 3D face data is not easy to obtain, it is difficult to improve the accuracy of 3D face recognition

Method used

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  • Face recognition method and device, computer equipment and storage medium
  • Face recognition method and device, computer equipment and storage medium
  • Face recognition method and device, computer equipment and storage medium

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Embodiment Construction

[0029] Exemplary embodiments of the present disclosure are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present disclosure to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the disclosure. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0030] In order to facilitate the understanding of the present disclosure, the technical field related to the present disclosure is briefly explained below.

[0031] Artificial intelligence is a discipline that studies the use of computers to simulate certain human thinking processes and intelligent behaviors (such as learning, reasoning, thinking, planning, etc.), both...

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Abstract

The invention discloses a face recognition method and device, computer equipment and a storage medium, and particularly relates to the technical field of artificial intelligence such as deep learning and computer vision, and the specific scheme is that the method comprises the steps: carrying out the coding processing of a first three-primary-color face image through a first encoder, and determining a first feature vector corresponding to the first three-primary-color face image; utilizing a second encoder to encode the first three-primary-color face image to determine a second feature vector corresponding to the first three-primary-color face image, wherein training data corresponding to the second encoder is different from training data corresponding to the first encoder; fusing the first feature vector and the second feature vector to generate a fused feature vector; and identifying the fused feature vector to determine a user to which the first three-primary-color face image belongs. Therefore, the accuracy and reliability of face recognition are effectively improved.

Description

technical field [0001] The present disclosure relates to the field of computer technology, in particular to the field of artificial intelligence technology such as deep learning and computer vision, and in particular to a face recognition method, device, computer equipment, and storage medium. Background technique [0002] Biometric recognition as a safe and reliable authentication technology has developed rapidly in recent decades. 3D face recognition technology, as a kind of biometric identification, can extract different identity features from each person's face and compare them with the information stored in its own database to identify the identity of each face. However, since 3D face recognition technology relies on the amount of training data, and 3D face data is not easy to obtain, it is difficult to improve the accuracy of 3D face recognition. How to improve the accuracy of face recognition is an urgent problem to be solved. Contents of the invention [0003] Th...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/02
CPCG06N3/02G06V40/168G06V40/172G06F18/253
Inventor 杨馥魁
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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