Palmprint recognition based on 2-d gabor filters

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2007
Konuk, Barış
In this thesis work, a detailed analysis of biometric technologies has been done and a new palmprint recognition algorithm has been implemented. The proposed algorithm is based on 2-D Gabor filters. The developed algorithm is first tested on The Hong Kong Polytechnic University Palmprint Database in terms of accuracy, speed and template size. Then a scanner is integrated into the developed algorithm in order to acquire palm images; in this way an online palmprint recognition system has been developed. Then a small palmprint database is formed via this system in Middle East Technical University. Results on this new database have also shown the success of the developed algorithm.
Citation Formats
B. Konuk, “Palmprint recognition based on 2-d gabor filters,” M.S. - Master of Science, Middle East Technical University, 2007.