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Cross-age face recognition method, system and device and storage medium

A face recognition system and face recognition technology, applied in neural learning methods, character and pattern recognition, instruments, etc., can solve difficult and complex problems, and achieve the effect of reducing impact and improving accuracy.

Active Publication Date: 2020-11-03
广东芯盾微电子科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, due to the complex relationship between age-related information and identity-related information, it is very difficult to directly separate identity information and age information for identification without the assistance of auxiliary information.

Method used

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  • Cross-age face recognition method, system and device and storage medium
  • Cross-age face recognition method, system and device and storage medium
  • Cross-age face recognition method, system and device and storage medium

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Embodiment Construction

[0049] Embodiments of the present invention are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals designate the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary only for explaining the present invention and should not be construed as limiting the present invention. For the step numbers in the following embodiments, it is only set for the convenience of illustration and description, and the order between the steps is not limited in any way. The execution order of each step in the embodiments can be adapted according to the understanding of those skilled in the art sexual adjustment.

[0050] A cross-age face recognition model, method, system, device and storage medium according to the embodiments of the present invention will be described in detail below with reference to the accompanying drawings. Fi...

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Abstract

The invention discloses a cross-age face recognition model, method, system and device, and a storage medium. The method comprises the following steps: obtaining a face image pair; inputting the face image pair into a cross-age face recognition model for comparison, and outputting a comparison result, wherein the cross-age face recognition model is used for extracting age-related features of the face image pair, and adopting the age-related features to carry out age suppression on the face feature pair of the face image pair. According to the method, the age-related features of the face image pair are extracted, and the age information in the face feature pair of the face image pair is suppressed by adopting the age-related features, so the influence of the age information on the identity recognition of the face image pair can be effectively reduced, and the cross-age face recognition accuracy is improved. The method can be widely applied to the technical field of deep learning.

Description

technical field [0001] The present invention relates to the technical field of deep learning, in particular to a cross-age face recognition method, system, device and storage medium. Background technique [0002] Cross-age face recognition refers to the recognition detection of several face images of different ages, and then judges whether these face images belong to the same identity. [0003] Faces will change a lot with age. If we can cope with the changes of faces with age, then cross-age face recognition technology will be widely used in file management systems, security verification systems, public security systems, etc. It has made great contributions to the areas of systematic criminal identification, banking and customs monitoring. [0004] Existing cross-age face recognition technologies mainly include generative methods and discriminative methods. The generative method mainly uses algorithms such as self-encoding network and generative confrontation network to g...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06V40/178G06V40/16G06V40/172G06N3/045G06F18/22
Inventor 胡海峰陈弟虎
Owner 广东芯盾微电子科技有限公司
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