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Living body recognition method, storage medium, and computer device

專利號
US11176393B2
公開日期
2021-11-16
申請人
TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED(CN Shenzhen)
發(fā)明人
Shuang Wu; Shouhong Ding; Yicong Liang; Yao Liu; Jilin Li
IPC分類
G06K9/62; G06K9/00; G06T7/194
技術(shù)領(lǐng)域
facial,image,liveness,confidence,model,training,live,target,feature,face
地域: Shenzhen

摘要

A face liveness recognition method includes: obtaining a target image containing a facial image; extracting facial feature data of the facial image in the target image; performing face liveness recognition according to the facial feature data to obtain a first confidence level using a first recognition model, the first confidence level denoting a first probability of recognizing a live face; extracting background feature data from an extended facial image, the extended facial image being obtained by extending a region that covers the facial image; performing face liveness recognition according to the background feature data to obtain a second confidence level using a second recognition model, the second confidence level denoting a second probability of recognizing a live face; and according to the first confidence level and the second confidence level, obtaining a recognition result indicating that the target image is a live facial image.

說明書

In an embodiment, the training the second recognition model according to the second training sample includes: obtaining an initialized second recognition model; determining a second training label corresponding to the second training sample; inputting the second training sample into the second recognition model to obtain a second recognition result; and adjusting model parameters of the second recognition model according to a difference between the second recognition result and the second training label, and continuing training until satisfaction of a training stop condition.

In an embodiment, the obtaining a target image includes: entering an image acquisition state; and selecting an acquired image frame as a target image in the image acquisition state, where a facial region of the selected image frame matches a preset facial region in an acquisition field of vision.

In an embodiment, the obtaining, according to the first confidence level and the second confidence level, a recognition result indicating that the target image is a live facial image includes: integrating the first confidence level and the second confidence level to obtain a confidence level of the target image being a live facial image; and determining, in a case that the confidence level reaches a preset confidence level threshold, that the target image is a live facial image.

權(quán)利要求

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