End-to-End Automated Latent Fingerprint Identification With Improved DCNN-FFT Enhancement

End-to-End Automated Latent Fingerprint Identification With Improved DCNN-FFT Enhancement

Automatic Latent Fingerprint Identification Systems (AFIS) are most widely used by forensic experts in law enforcement and criminal investigations. One of the critical steps used in automatic latent fingerprint matching is to automatically extract reliable minutiae from fingerprint images. Hence, mi...

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Bibliographic Details
Main Authors: Uttam U. Deshpande, V. S. Malemath, Shivanand M. Patil, Sushma V. Chaugule
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-11-01
Series:Frontiers in Robotics and AI
Subjects:
AFIS
DCNN
FFT
frequency enhanced map
FVC2004
NIST SD27
Online Access:https://www.frontiersin.org/articles/10.3389/frobt.2020.594412/full

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