Can a CNN Automatically Learn the Significance of Minutiae Points for Fingerprint Matching?
WACV, pp. 340-348, 2020.
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
Full Text (Upload PDF)
PPT (Upload PPT)