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Face recognition method and device, training method and device of face recognition network and storage medium

A face recognition and training method technology, applied in the field of computer vision, can solve problems such as misidentification and rejection

Pending Publication Date: 2020-09-29
BEIJING SENSETIME TECH DEV CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At present, face recognition has achieved good results on various public data sets, but in real scenes, there may be rejection and misrecognition due to partial occlusion of the face.

Method used

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  • Face recognition method and device, training method and device of face recognition network and storage medium
  • Face recognition method and device, training method and device of face recognition network and storage medium
  • Face recognition method and device, training method and device of face recognition network and storage medium

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Embodiment Construction

[0179] Various exemplary embodiments of the present disclosure will now be described in detail with reference to the accompanying drawings. It should be noted that relative arrangements of components and steps, numerical expressions and numerical values ​​set forth in these embodiments do not limit the scope of the present disclosure unless specifically stated otherwise.

[0180] At the same time, it should be understood that, for the convenience of description, the sizes of the various parts shown in the drawings are not drawn according to the actual proportional relationship.

[0181] The following description of at least one exemplary embodiment is merely illustrative in nature and in no way intended as any limitation of the disclosure, its application or uses.

[0182] Techniques, methods and devices known to those of ordinary skill in the relevant art may not be discussed in detail, but where appropriate, such techniques, methods and devices should be considered part of t...

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PUM

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Abstract

The embodiment of the invention discloses a face recognition method and device, a training method and device of a face recognition network, and a storage medium, and the method comprises the steps: obtaining the feature data of a first face image; segmenting the feature data of the first face image to obtain a plurality of segmented features; and determining the face template matched with the first face image in the at least one face template in the database based on the plurality of segmentation features, the matching of the face template is realized based on the segmentation features, and the recognition accuracy of the face, especially the partially shielded face, is improved.

Description

technical field [0001] The present disclosure relates to computer vision technology, in particular to a face recognition and face recognition network training method, device, and storage medium. Background technique [0002] Face recognition is a classic problem in computer vision, and it plays a wide role in scenarios such as identity authentication and intelligent security. At present, face recognition has achieved good results in various public data sets, but in real scenes, there may be rejection and misrecognition due to partial occlusion of the face. Contents of the invention [0003] Embodiments of the present disclosure provide face recognition and face recognition network training technology. [0004] According to an aspect of an embodiment of the present disclosure, a face recognition method is provided, including: [0005] Acquiring feature data of the first face image; [0006] Segmenting the feature data of the first human face image to obtain a plurality o...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/34G06N3/04G06N3/08
CPCG06N3/08G06V40/171G06V40/172G06V10/267G06N3/045
Inventor 于志鹏
Owner BEIJING SENSETIME TECH DEV CO LTD