Title :
Gabor Filterbank and Its Application in the Fingerprint Texture Analysis
Author :
Xu, Yang ; Zhang, Xuedong
Author_Institution :
Anshan University of Science and Technology
Abstract :
The algorithm of fingerprint feature extraction based on using Gabor filterbank is proposed in order to overcome the drawback of traditional minutiaebased. Through studying texture information of fingerprint image and analyzing the reason of Gabor filterbank applied to texture, the model of Gabor filter was established. A quick and simple method of center point searching is presented. The result of comparison experiment shows the validity of Gabor-based.
Keywords :
Feature extraction; Filter bank; Fingerprint recognition; Frequency; Gabor filters; Gray-scale; Image analysis; Image matching; Image texture analysis; Information analysis;
Conference_Titel :
Parallel and Distributed Computing, Applications and Technologies, 2005. PDCAT 2005. Sixth International Conference on
Print_ISBN :
0-7695-2405-2
DOI :
10.1109/PDCAT.2005.144
