公开(公告)号：US11580775B2

公开(公告)日：2023-02-14

申请号：US16755904

申请日：2018-10-05

Applicant: Fingerprint Cards AB

Inventor： Kenneth Jonsson ,  Alaa Halawani

IPC: G06K9/62 ,  G06N20/10 ,  G06N3/08 ,  G06V10/44 ,  G06V10/764 ,  G06V10/774 ,  G06V40/12 ,  G06V40/13 ,  G06V40/40

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.