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
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;
Conference_Titel :
Image and Signal Processing and Analysis, 2005. ISPA 2005. Proceedings of the 4th International Symposium on
Print_ISBN :
953-184-089-X
DOI :
10.1109/ISPA.2005.195416