17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'05) Fingerprint Verification Based on Fixed Length Square Finger Code Hong Kong, China November 14-November 16 ISBN: 0-7695-2488-5
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICTAI.2005.66
In this paper a novel method is presented for generation of a fixed length square finger code of size 16 × 16 × 4. It uses a set of Gabor filters for extracting fingerprint features from gray scale image cropped in the size of 128 × 128 pixels using its core point as the center. Experimental results show that the recognition rate based on the Euclidean distance between the two corresponding Gabor filter finger codes with verification accuracy of 93%. Since, the fingerprint matching is based on the Euclidean distance between two corresponding finger codes, it is extremely fast. This reveals that by setting the parameters to appropriate values, the finger code generated is more efficient and suitable than conventional methods for a small-scale fingerprint recognition system.
Index Terms:
Gabor features, Poincare index, fingerprint verification, fixed length square finger code, cropping of fingerprint image
Citation:
Pradeep M. Patil, Shekhar R. Suralkar, Hemant K. Abhyankar, "Fingerprint Verification Based on Fixed Length Square Finger Code," ictai, pp.657-662, 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'05), 2005 Usage of this product signifies your acceptance of the Terms of Use. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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