Face verification method and apparatus

    公开(公告)号:US12136292B2

    公开(公告)日:2024-11-05

    申请号:US18333195

    申请日:2023-06-12

    Abstract: Disclosed is a face verification method and apparatus. A mobile device may include one or more processors configured to obtain one or more images for a user, ascertain whether any of the one or more images correspond to respective user distances, from the user to the mobile device, outside of a threshold range of distances, and selectively, based on a result of the ascertaining, perform verification using a first verification threshold for any of the one or more images ascertained to correspond to the respective user distances that are outside the threshold range of distances, and perform verification using a less strict second verification threshold for any of the one or more images that have been ascertained to not correspond to the respective user distances that are outside the threshold range of distances.

    Face verifying method and apparatus
    102.
    发明授权

    公开(公告)号:US12087087B2

    公开(公告)日:2024-09-10

    申请号:US17510648

    申请日:2021-10-26

    CPC classification number: G06V40/171 G06F18/25 G06V40/166 G06V40/172

    Abstract: A face verifying method and apparatus. The face verifying method includes detecting a face region from an input image, generating a synthesized face image by combining image information of the face region and reference image information, based on a determined masking region, extracting one or more face features from the face region and the synthesized face image, performing a verification operation with respect to the one or more face features and predetermined registration information, and indicating whether verification of the input image is successful based on a result of the performed verification operation.

    Method and apparatus that detects spoofing of biometric information

    公开(公告)号:US11915525B2

    公开(公告)日:2024-02-27

    申请号:US17340389

    申请日:2021-06-07

    CPC classification number: G06V40/40 G06F21/32

    Abstract: A method and apparatus that detects whether biometric information is spoofed is provided. The method receives, from a sensor, first feature information including a static feature associated with biometric information of a user, and a dynamic feature obtained based on images related to the biometric information, detects whether the biometric information is spoofed based on a first score calculated based on the first feature information, fuses the first score with a second score calculated based on second feature information extracted from the images, based on a result of the detecting that the biometric information is spoofed based on the first score, and detects that the biometric information is spoofed based on a fused score.

    Liveness test method and apparatus
    105.
    发明授权

    公开(公告)号:US11721131B2

    公开(公告)日:2023-08-08

    申请号:US17468995

    申请日:2021-09-08

    CPC classification number: G06V40/45 G06V40/161 G06V40/169 G06V40/172

    Abstract: A liveness test method and apparatus is disclosed. The liveness test method includes detecting a face region in an input image for a test target, implementing a first liveness test to determine a first liveness value based on a first image corresponding to the detected face region, implementing a second liveness test to determine a second liveness value based on a second image corresponding to a partial face region of the detected face region, implementing a third liveness test to determine a third liveness value based on an entirety of the input image or a full region of the input image that includes the detected face region and a region beyond the detected face region, and determining a result of the liveness test based on the first liveness value, the second liveness value, and the third liveness value.

    Method and apparatus with image fusion

    公开(公告)号:US11449971B2

    公开(公告)日:2022-09-20

    申请号:US16223382

    申请日:2018-12-18

    Abstract: Disclosed is an image fusion method and apparatus. The fusion method includes detecting first feature points of an object in a first image frame from the first image frame; transforming the first image frame based on the detected first feature points and predefined reference points to generate a transformed first image frame; detecting second feature points of the object in a second image frame from the second image frame; transforming the second image frame based on the detected second feature points and the predefined reference points to generate a transformed second image frame; and generating a combined image by combining the transformed first image frame and the transformed second image frame.

    Face recognition method and apparatus

    公开(公告)号:US11386701B2

    公开(公告)日:2022-07-12

    申请号:US16881436

    申请日:2020-05-22

    Abstract: Face recognition of a face, to determine whether the face correlates with an enrolled face, may include generating a personalized three-dimensional (3D) face model based on a two-dimensional (2D) input image of the face, acquiring 3D shape information and a normalized 2D input image of the face based on the personalized 3D face model, generating feature information based on the 3D shape information and pixel color values of the normalized 2D input image, and comparing the feature information with feature information associated with the enrolled face. The feature information may include first and second feature information generated based on applying first and second deep neural network models to the pixel color values of the normalized 2D input image and the 3D shape information, respectively. The personalized 3D face model may be generated based on transforming a generic 3D face model based on landmarks detected in the 2D input image.

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