On latent fingerprint minutiae extraction using stacked denoising sparse AutoEncoders

Latent fingerprint identification is of critical importance in criminal investigation. FBI's Next Generation Identification program demands latent fingerprint identification to be performed in lights-out mode, with very little or no human intervention. However, the performance of an automated l...

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Bibliographic Details

Published in:	IEEE International Joint Conference on Biometrics pp. 1 - 7
Main Authors:	Sankaran, Anush, Pandey, Prateekshit, Vatsa, Mayank, Singh, Richa
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.09.2014
Subjects:	Feature extraction Manuals Neural networks NIST Noise measurement Noise reduction
Online Access:	Get full text
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