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Fingerprint recognition

Prof. Davide Maltoni
Dr. Raffaele Cappelli
Universit di Bologna

This lecture introduces fingerprint recognition in a top-down fashion.

Some general schemes are povided to explain the overall architecture of a fingerprint recognition system. Then, the main components (acquisition device, feature extraction, and matching) are discussed in detail. Different state-of-the-art approaches are presented and compared, and the most critical difficulties characterizing fingerprint recognition are pointed out referring to FVC2002 and FVC2004 (Fingerprint Verification Competition) results.

Hot topics like aliveness detection and synthetic generation of fingerprints are also discussed. Live examples and demos of several techniques are shown during the lecture to better explain some concepts.

 

CO-ORGANIZED BY

European Commission

EU Horizon 2020
Project IDENTITY


PARTNERS AND SPONSORS

 

IAPR
Technical Committee on Biometrics (TC4)

 

IEEE

“Eurasip”
European Association for Signal Processing

 

GIRPR

Morpho - Safran group

“Griaule

EAB European Association for Biometrics

 

Biometrics Institute

 

Biosecure

 

University of Sassari

 

Athena