A cross-age face recognition method, system, device and storage medium

A face recognition and face feature technology, applied in the field of deep learning, can solve difficult and complex problems, achieve the effect of reducing influence and improving accuracy

Active Publication Date: 2021-03-30
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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  • A cross-age face recognition method, system, device and storage medium
  • A cross-age face recognition method, system, device and storage medium
  • A cross-age face recognition method, system, 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, device and storage medium, wherein the method includes the following steps: acquiring a face image pair; inputting the face image pair into the cross-age face recognition After the models are compared, the comparison results are output; wherein, the cross-age face recognition model is used to extract the age-related features of the face image pair, and use the age-related features to compare the face image pair Age suppression is performed on face features. The present invention extracts the age-related features of the face image pair, and uses the age-related feature to suppress the age information in the face feature pair of the face image pair, so that the age information can effectively reduce the influence of the age information on the identity recognition of the face image pair. The impact improves the accuracy of face recognition across ages. The invention can be widely applied in 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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Patent Type & Authority Patents(China)
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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