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Age recognition method, device and storage medium for face images

A face image and recognition method technology, applied in character and pattern recognition, instruments, biological neural network models, etc., can solve problems such as recognition result errors, and achieve the effect of improving accuracy and accuracy.

Active Publication Date: 2019-04-09
PING AN TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This leads to large errors in the recognition results of traditional age recognition technologies.

Method used

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  • Age recognition method, device and storage medium for face images
  • Age recognition method, device and storage medium for face images
  • Age recognition method, device and storage medium for face images

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Embodiment Construction

[0038] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0039] The invention provides an electronic device 1 . refer to figure 1 Shown is a hardware schematic diagram of a preferred embodiment of the electronic device of the present invention.

[0040] In this embodiment, the electronic device 1 may be a server, a smart phone, a tablet computer, a portable computer, a desktop computer, and other terminal devices with computing functions.

[0041] In this embodiment, the electronic device 1 can be a terminal device with computing functions such as a server, a smart phone, a tablet computer, a portable computer, and a desktop computer installed with an age recognition program of a face image, and the server can be a rack server, blade server, tower server or rack server.

[0042] The electronic device 1 includes: a memory 11 , a processor 12 , a camera 13 , a network inte...

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PUM

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Abstract

The present invention proposes a method for age recognition of a human face image, the method comprising: obtaining a real-time image taken by a camera device, using a face recognition algorithm to extract a human face region from the real-time image; inputting the human face region into a The determined age recognition model extracts an n-dimensional feature vector Y[y 0 ,y 1 ,...,y i ,...,y n ], where, i∈[0,n], 0≤n≤100; and, the feature vector Y[y 0 ,y 1 ,...,y i ,...,y n ] Input the age identification formula to identify the age of the face in the real-time image. The invention also provides an electronic device and a computer-readable storage medium. Utilizing the present invention, the feature vector reflecting the features of faces of different ages in the face image is extracted through the age recognition model, and the age of the face in the face image is recognized according to the feature vector.

Description

technical field [0001] The present invention relates to the technical field of computer vision processing, and in particular to a method for identifying the age of a face image, an electronic device, and a computer-readable storage medium. Background technique [0002] With the development of face recognition technology, the demand for recognition of face attributes is getting higher and higher, especially the age recognition of faces. In traditional age recognition techniques, there is often a one-to-one relationship between samples and age labels during training, that is, one sample corresponds to only one age label. Such a training process assumes that samples of different ages are independent of each other, thus ignoring the relationship between adjacent ages. [0003] In fact, the aging process of people is affected by various factors, such as genes, living environment, working environment, etc. The aging rate of each person is different, which will make some people of...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/04
CPCG06V40/178G06V40/16G06V40/168G06N3/045G06F18/23G06F18/214
Inventor 陈林
Owner PING AN TECH (SHENZHEN) CO LTD