The costs and benefits of using complex 2-D Gabor filters in a filter-based fingerprint-matching system
Proceedings of the Thirty-Fourth Southeastern Symposium on System Theory (Cat. No.02EX540) - Trang 171-175
Tóm tắt
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.
Từ khóa
#Gabor filters #Fingerprint recognition #Biometrics #Feature extraction #Security #Authentication #Computational efficiency #Access control #Credit cards #PsychologyTài liệu tham khảo
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