Title :
An adaptive Algorithm for improved Enhancement of Fingerprints
Author :
Hadhoud, Mohiy M. ; El-kelany, Wael S. ; Samaan, Mina Ibmhim
Author_Institution :
Fac. of Comput. & Inf., Menoufia Univ.
Abstract :
Fingerprint image enhancement is a preprocessing step in fingerprint recognition applications. In this paper, an improved algorithm for enhancement of fingerprint image is proposed. The proposed method includes additional adaptive filtering and segmentation steps to the previous fingerprint image enhancement methods based on Gabor filter. The adaptive filtering step enhances the edges of the fingerprints. The segmentation step combines four techniques to separate the fingerprint image from the background. The results show an improvement on the fingerprint for visual inspection and for automatic feature extraction for recognition
Keywords :
Gabor filters; adaptive filters; feature extraction; fingerprint identification; image enhancement; image segmentation; Gabor filter; adaptive filtering; feature extraction; fingerprint image enhancement; preprocessing; Adaptive algorithm; Adaptive filters; Application software; Fingerprint recognition; Frequency domain analysis; Frequency estimation; Gabor filters; Image matching; Image segmentation; Inspection; Adaptive filter; Enhancement; Fingerprint; Gabor filter; Segmentation;
Conference_Titel :
Radio Science Conference, 2006. NRSC 2006. Proceedings of the Twenty Third National
Conference_Location :
Menoufiya
Print_ISBN :
977-5031-84-2
Electronic_ISBN :
977-5031-84-2
DOI :
10.1109/NRSC.2006.386357
