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The costs and benefits of using complex 2-D Gabor filters in a filter-based fingerprint-matching system

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4 Author(s)
Horton, M. ; Dept. of Electr. & Comput. Eng., Alabama Univ., Huntsville, AL, USA ; Meenen, P. ; Adhami, R. ; Cox, P.

In this paper, we investigate the utility of complex, 2-D Gabor filter for a fingerprint matching system. Previous approaches have used an even symmetric 2-D Gabor filter to perform fingerprint feature extraction processing. Several processing methods using a complex filter are explored and compared to the even-symmetric case. Conclusions are drawn based upon both the results of using a complex filter and the added computational costs of doing so.

Published in:

System Theory, 2002. Proceedings of the Thirty-Fourth Southeastern Symposium on

Date of Conference:

2002

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