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Face anti-counterfeiting recognition method, device, equipment and storage medium

A recognition method and face technology, applied in neural learning methods, biometrics recognition, acquisition/recognition of eyes, etc., can solve problems such as low security and poor recognition of false faces

Active Publication Date: 2020-10-27
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The traditional face recognition technology has a poor recognition degree for the above-mentioned false faces, and the security is low

Method used

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  • Face anti-counterfeiting recognition method, device, equipment and storage medium
  • Face anti-counterfeiting recognition method, device, equipment and storage medium
  • Face anti-counterfeiting recognition method, device, equipment and storage medium

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Experimental program
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Embodiment Construction

[0038] In order to make the purpose, technical solution and advantages of the present application clearer, the implementation manners of the present application will be further described in detail below in conjunction with the accompanying drawings.

[0039] Please refer to figure 1 , which shows a schematic diagram of a solution implementation environment provided by an embodiment of the present application. The implementation environment of this scheme can be realized as a face anti-counterfeiting recognition system. The solution implementation environment may include: a terminal 10 and a server 20 .

[0040] The terminal 10 may be an electronic device such as a mobile phone, a tablet computer, a multimedia playback device, a wearable device, a PC (Personal Computer), a face payment terminal, a face sign-in terminal, or a smart camera. The terminal 10 can be configured or connected with a camera, and the face video data can be collected through the camera. A client runnin...

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Abstract

The application discloses a face anti-counterfeiting recognition method, device, equipment and storage medium, and relates to the technical field of artificial intelligence. The method includes: acquiring human face video data including a human face to be detected; detecting the eye contour of the human face to be detected from the image frame of the human face video data, generating a human eye contour sequence; performing eye movement based on the human eye contour sequence Probabilistic prediction, generating an eye movement state sequence; obtaining the first data set and the second data set in the eye movement state sequence; determining the probability that the face to be detected is a real face according to the first data set and the second data set; When the probability meets the conditions, it is determined that the face to be detected is a real face. By analyzing the face video data to obtain the eye movement state sequence, analyze the abnormal blinking behavior, and then judge the authenticity of the face to be detected, improve the accuracy of highly realistic false face video recognition, thereby improving the face recognition. Security and good portability.

Description

technical field [0001] The embodiments of the present application relate to the technical field of artificial intelligence, and in particular to a face anti-counterfeiting recognition method, device, equipment and storage medium. Background technique [0002] With the research and progress of artificial intelligence technology, artificial intelligence technology has been applied in many fields. [0003] Face recognition is a biometric technology for identification based on human facial feature information, and it is an important part of artificial intelligence technology. In the actual application of face recognition technology, criminals can crack traditional face recognition technology by making fake faces, such as making fake faces by making 2D face masks, or by using deep learning models, such as generating Generative Adversarial Networks (GAN, Generative Adversarial Networks), to generate realistic images or videos to make fake faces for static images. [0004] The tr...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/00G06K9/46G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06V40/172G06V40/161G06V40/193G06V40/19G06V20/40G06V10/44G06N3/045G06F18/2411G06F18/2415G06V40/45G06V40/165G06V10/82G06V40/18G06T7/64G06T7/74G06T7/248G06V20/46G06V40/40G06T2207/10016G06T2207/20076G06T2207/20132G06T2207/30201
Inventor 李丹董志强李滨
Owner TENCENT TECH (SHENZHEN) CO LTD
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