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Human face living body detection method, system and device, computer equipment and storage medium

A living body detection and living body technology, applied in the computer field, can solve the problems of time-consuming multiple images, low efficiency of live body detection, and difficulty in obtaining detection results for one image, so as to improve user experience, avoid transmission delay, and improve The effect of accuracy

Active Publication Date: 2020-09-18
TENCENT TECH (SHENZHEN) CO LTD
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AI Technical Summary

Problems solved by technology

[0003] At present, when using liveness detection technology to identify users, it is difficult to obtain accurate detection results from one image. In order to improve the accuracy of detection, users usually need to upload multiple images for analysis, but users need to wait for multiple images to be uploaded. Liveness detection can only be performed after success, and the transmission of multiple images takes a certain amount of time, resulting in low efficiency of liveness detection

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  • Human face living body detection method, system and device, computer equipment and storage medium
  • Human face living body detection method, system and device, computer equipment and storage medium
  • Human face living body detection method, system and device, computer equipment and storage medium

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Embodiment Construction

[0067] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0068] The human face liveness detection method provided in the present application realizes liveness detection by using computer vision technology and machine learning technology in artificial intelligence technology (Artificial Intelligence, AI).

[0069] Computer Vision Technology (Computer Vision, CV) Computer vision is a science that studies how to make machines "see". More specifically, it refers to machine vision that uses cameras and computers instead of human eyes to identify, track and measure targets. And further graphics processing, so that the computer process...

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Abstract

The invention relates to a human face living body detection method, system and device, computer equipment and a storage medium. The method comprises the steps of receiving a to-be-detected image sentby a terminal, wherein the to-be-detected image comprises a face of a to-be-detected object; performing data enhancement processing on the to-be-detected image to obtain more than one extended image corresponding to the to-be-detected image; carrying out living body detection on each extended image to obtain an intermediate detection result of each extended image; and fusing the intermediate detection results of the extended images to obtain a living body detection result of the to-be-detected object in the to-be-detected image. According to the scheme provided by the invention, the transmission time delay caused by the fact that a user waits for uploading of multiple images during living body detection can be avoided, and the user experience is also improved. Meanwhile, the plurality of extended images after data enhancement are used as objects for living body detection, so that the data volume is increased, and the detection accuracy can be improved to a certain extent.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to a face detection method, system, device, computer equipment and storage medium. Background technique [0002] With the development of computer technology, in order to identify users more accurately and conveniently, living body detection technology has emerged. Liveness detection technology can use biometric information to verify whether the user is a real living body and operate by himself, and can effectively resist common attacks such as photos, face changes, masks, and occlusions. [0003] At present, when using liveness detection technology to identify users, it is difficult to obtain accurate detection results from one image. In order to improve the accuracy of detection, users usually need to upload multiple images for analysis, but users need to wait for multiple images to be uploaded. Liveness detection can only be performed after success, and the transmissi...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/04G06N3/08
CPCG06N3/04G06N3/08G06V40/161G06V40/168G06V40/45G06F18/214G06V40/16G06V10/7747G06N3/09G06N5/01G06N20/20G06N20/10G06F21/32G06V10/82G06V10/24G06V10/774G06V40/172
Inventor 罗朝白琨
Owner TENCENT TECH (SHENZHEN) CO LTD
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