Title :
Singular point detection in fingerprints using quadrant change information
Author :
Kryszczuk, Krzysztof ; Drygajlo, Andrzej
Author_Institution :
Swiss Fed. Inst. of Technol., EPFL, Lausanne
Abstract :
Automatic localization of singular points in fingerprints is of critical importance in many algorithms. Existing methods of detecting singular points often require tedious ad-hoc parameter tuning, particularly in the presence of degraded quality fingerprints. In this paper we present an approach towards singular point detection in fingerprints that operates on the quadrant change information and is largely insensitive to the degradation of fingerprint quality
Keywords :
feature extraction; fingerprint identification; fingerprint identification; fingerprint quality; quadrant change information; singular point detection; singular point localization; Change detection algorithms; Degradation; Feature extraction; Filtering; Fingerprint recognition; Image matching; Information retrieval; Robustness; Smoothing methods; Spatial databases;
Conference_Titel :
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2521-0
DOI :
10.1109/ICPR.2006.1059