Can a CNN Automatically Learn the Significance of Minutiae Points for Fingerprint Matching?

Anurag Chowdhury
Anurag Chowdhury
Simon Kirchgasser
Simon Kirchgasser

WACV, pp. 340-348, 2020.

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Abstract:

Most automated fingerprint recognition systems use minutiae points for comparing fingerprints. In the parlance of Computer Vision, minutiae can be viewed as handcrafted features, i.e., features that have been proposed by human experts for the task of fingerprint recognition. In this work, we raise the following question: Can a machine lea...More

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