DIFFERENTIATING BETWEEN LIVE AND SPOOF FINGERS IN FINGERPRINT ANALYSIS BY MACHINE LEARNING

    公开(公告)号:US20210209336A1

    公开(公告)日:2021-07-08

    申请号:US16755904

    申请日:2018-10-05

    Abstract: The present disclosure relates to a method performed in a fingerprint analysis system for facilitating differentiating between a live finger and a spoof finger. The method comprises acquiring a plurality of time-sequences of images, each of the time-sequences showing a respective finger as it engages a detection surface of a fingerprint sensor. Each of the time-sequences comprises at least a first image and a last image showing a fingerprint topography of the finger, wherein the respective fingers of some of the time-sequences are known to be live fingers and the respective fingers of some other of the time-sequences are known to be spoof fingers. The method also comprises training a machine learning algorithm on the plurality of time-sequences to produce a model of the machine learning algorithm for differentiating between a live finger and a spoof finger.

    METHOD FOR AUTHENTICATING A FINGER OF A USER OF AN ELECTRONIC DEVICE

    公开(公告)号:US20180225495A1

    公开(公告)日:2018-08-09

    申请号:US15842164

    申请日:2017-12-14

    Abstract: The present invention generally relates to a method for authenticating a finger of a user of an electronic device comprising a fingerprint sensor for sensing a fingerprint pattern, the method comprising the steps of: acquiring a candidate fingerprint image; determining, based on the candidate fingerprint image, a humidity level indication indicative of the humidity level of the finger; performing an authentication pre-process based on the humidity level indication; performing a fingerprint authentication process based on the pre-process to authenticate the user.

    METHOD FOR AUTHENTICATING A FINGER OF A USER OF AN ELECTRONIC DEVICE

    公开(公告)号:US20200226340A1

    公开(公告)日:2020-07-16

    申请号:US16830871

    申请日:2020-03-26

    Abstract: The present invention generally relates to a method for authenticating a finger of a user of an electronic device comprising a fingerprint sensor for sensing a fingerprint pattern, the method comprising the steps of: acquiring a candidate fingerprint image; determining, based on the candidate fingerprint image, a humidity level indication indicative of the humidity level of the finger; performing an authentication pre-process based on the humidity level indication; performing a fingerprint authentication process based on the pre-process to authenticate the user.

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