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A face recognition method and face recognition system

A face recognition system and face recognition technology, applied in character and pattern recognition, instruments, calculations, etc., can solve problems such as complex algorithms, changing image statistical features, image features, and changing glasses styles, etc., to achieve simple image processing , The effect of high face recognition speed

Active Publication Date: 2020-04-24
BEIJING KUANGSHI TECH CO LTD +1
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AI Technical Summary

Problems solved by technology

Glasses are a common occlusion, and its main impact on face recognition is: 1) It is difficult to collect a large number of face pictures with glasses for system training; A simple model description; 3) Glasses will change the statistical characteristics and image features of the image, thereby bringing recognition interference to the face recognition system
The existing mainstream technology adopts the method of removing glasses for face recognition systems covered by glasses. The disadvantage is that there are many styles of glasses and great changes. The current algorithm for removing glasses cannot perfectly remove glasses, which often leaves or brings New noise, which affects subsequent recognition performance
[0003] In addition, the existing face recognition systems covered by glasses all use the method of building a 3D model of glasses and a 3D model of the face, the algorithm is complex, the operation is slow, and the recognition effect is not good

Method used

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  • A face recognition method and face recognition system
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  • A face recognition method and face recognition system

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Embodiment Construction

[0028] In the following description, numerous specific details are given in order to provide a more thorough understanding of the present invention. It will be apparent, however, to one skilled in the art that the present invention may be practiced without one or more of these details. In other examples, some technical features known in the art are not described in order to avoid confusion with the present invention.

[0029] It should be understood that the invention can be embodied in different forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the invention to those skilled in the art. In the drawings, the size and relative sizes of layers and regions may be exaggerated for clarity. Like reference numerals refer to like elements throughout.

[0030] The terminology used herein is for the purpose of describing part...

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Abstract

The invention provides a face recognition method and a face recognition system. The method includes: Step S101: Segment the glasses in the glasses picture to obtain glasses templates; Step S102: Define face key points on the glasses-free face picture and define glasses on the glasses picture and the glasses template key points; and step S103: based on the face key points and the glasses key points, the glasses picture and the glasses template are adjusted to match the glasses-free face picture, and through the glasses The template superimposes the glasses in the glasses picture on the face picture without glasses to synthesize the face picture of people wearing glasses. The method can realize more rapid, simple and accurate recognition of the face of the person wearing glasses, so as to provide better recognition performance. The face recognition system also has the above-mentioned advantages.

Description

technical field [0001] The invention relates to the field of image recognition, in particular to a face recognition method and a face recognition system. Background technique [0002] Face occlusion has a huge impact on face recognition systems (such as current mainstream statistics or machine learning face recognition systems). Glasses are a common occlusion, and its main impact on face recognition is: 1) It is difficult to collect a large number of face pictures with glasses for system training; A simple model description; 3) Glasses will change the statistical characteristics and image features of the image, thereby bringing recognition interference to the face recognition system. The existing mainstream technology adopts the method of removing glasses for face recognition systems covered by glasses. The disadvantage is that there are many styles of glasses and great changes. The current algorithm for removing glasses cannot perfectly remove glasses, which often leaves o...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/00
CPCG06V40/161
Inventor 周而进印奇
Owner BEIJING KUANGSHI TECH CO LTD
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