DocumentCode
2232255
Title
An enhanced Gabor filter-based segmentation algorithm for fingerprint recognition systems
Author
Alonso-Fernandez, Fernando ; Fierrez-Aguilar, Julian ; Ortega-Garcia, Javier
Author_Institution
Escuela Politecnica Superior, Univ. Autonoma de Madrid, Spain
fYear
2005
fDate
15-17 Sept. 2005
Firstpage
239
Lastpage
244
Abstract
An important step in fingerprint recognition is the segmentation of the region of interest. In this paper, we present an enhanced approach for fingerprint segmentation based on the response of eight oriented Gabor filters. The performance of the algorithm has been evaluated in terms of decision error trade-off curves of an overall verification system. Experimental results demonstrate the robustness of the proposed method.
Keywords
Gabor filters; fingerprint identification; image recognition; image segmentation; decision error trade-off curves; enhanced Gabor filter-based segmentation algorithm; fingerprint recognition systems; Access control; Background noise; Biometrics; Feature extraction; Fingerprint recognition; Forensics; Gabor filters; HDTV; Image segmentation; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing and Analysis, 2005. ISPA 2005. Proceedings of the 4th International Symposium on
ISSN
1845-5921
Print_ISBN
953-184-089-X
Type
conf
DOI
10.1109/ISPA.2005.195416
Filename
1521295
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