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Virtual face recognition method based on synthetic image and deep learning

A face recognition and deep learning technology, applied in the field of virtual face recognition based on synthetic images and deep learning, can solve problems such as unsatisfactory similarity, and achieve the effect of high recognition rate

Inactive Publication Date: 2018-04-27
WUHAN UNIV OF SCI & TECH
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AI Technical Summary

Problems solved by technology

[0003] In order to help parents find their children, and at the same time let lost children find their biological parents, this paper proposes a virtual face recognition method based on image synthesis and deep learning. At present, the method of finding relatives is mainly to upload photos on the child-finding website Publish the news of family search and the face recognition method provided by Baidu tracing. Although Baidu tracing uses the face recognition method of artificial intelligence, its face database is composed of face photos based on real existence. As time goes by, the appearance of people is constantly changing. It is not optimistic to compare the photos of grown-ups with those of children when they were lost.

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  • Virtual face recognition method based on synthetic image and deep learning
  • Virtual face recognition method based on synthetic image and deep learning
  • Virtual face recognition method based on synthetic image and deep learning

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Embodiment Construction

[0026] In order to facilitate those of ordinary skill in the art to understand and implement the present invention, the present invention will be described in further detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the implementation examples described here are only used to illustrate and explain the present invention, and are not intended to limit this invention.

[0027] In order to improve the similarity, the present invention proposes a method of face recognition based on photo synthesis. The photos of the children are synthesized from the photos of the parents, and the photos with different degrees of similarity to the parents are obtained by adjusting the mixing degree parameters. The synthesized photos are used as models. Face database data, identify photos of grown-up children, and return recognition results based on similarity.

[0028] please see figure 1 , a kind of virtual face recognition method based on sy...

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Abstract

The invention discloses a virtual face recognition method based on a synthetic image and deep learning. An image library is generated by using the image synthesis technology, then the generated imagelibrary acts as a training data set to establish a deep learning model, and the successfully trained model is applied to recognize the inputted face image. According to the method, intelligent synthesis of the characteristic face image and intelligent recognition of the actual face image can be realized so that face synthesis and recognition can be effectively and accurately completed.

Description

technical field [0001] The invention belongs to the technical field of image synthesis and face recognition methods, in particular to a virtual face recognition method based on synthetic images and deep learning. Background technique [0002] In today's society, the phenomenon of lost children and child trafficking is very serious. The loss of a child is a painful blow to a family. In order to find their children, parents do everything they can. Never stop, one year, two years... Countless years passed between the fingers, but there is still no news of the child's whereabouts, and the young child has grown into another look. [0003] In order to help parents find their children, and at the same time let lost children find their biological parents, this paper proposes a virtual face recognition method based on image synthesis and deep learning. At present, the method of finding relatives is mainly to upload photos on the child-finding website Publish the news of family searc...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06N3/08
CPCG06N3/084G06V40/165G06V40/172G06V40/168
Inventor 李美丹张瑜
Owner WUHAN UNIV OF SCI & TECH
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