| CPC G06V 40/1365 (2022.01) [G06V 10/46 (2022.01); G06V 10/82 (2022.01); G06V 40/1353 (2022.01); G06V 40/1388 (2022.01)] | 20 Claims |

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1. A fingerprint recognition device, comprising:
an image acquisition module configured to acquire a fingerprint image including an input fingerprint;
a preprocessing module configured to generate a preprocessed image by preprocessing the fingerprint image;
a minutiae extraction module configured to extract coordinates of minutiae of the input fingerprint using the preprocessed image, and configured to extract coordinates of orientation points of the input fingerprint using the preprocessed image, wherein the orientation points are points on ridges of the input fingerprint where slopes of lines tangent to the ridges change by more than a threshold value; and
a fake detection module configured to receive regions-of-interest (ROIs), including the coordinates of the minutiae of the input fingerprint and the coordinates of the orientation points of the input fingerprint, and determine whether the input fingerprint is a fake by performing learning using the ROIs.
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