DocumentCode
3458566
Title
A New Fingerprint Thinning Algorithm
Author
Fang, Bin ; Wen, Huan ; Liu, Run-Zong ; Tang, Yuan-yan
Author_Institution
Dept. of Comput. Sci., Chongqing Univ., Chongqing, China
fYear
2010
fDate
21-23 Oct. 2010
Firstpage
1
Lastpage
4
Abstract
Fingerprint thinning is a critical step in fingerprint identification system, and it´s also the last step of preprocessing. The performance of a minutiae extraction algorithm relies heavily on the quality of the thinning algorithm. Moreover, the efficiency of the algorithm is a crucial factor in real-time identification system. A new thinning algorithm for fingerprint image which based on directional image is proposed in this paper. The algorithm needs no iteration. It´s fast to implement and the thinning result is single pixel wide and with one pixel precision width around the center line. Experimental results proved that the proposed algorithm is both fast and accurate.
Keywords
feature extraction; fingerprint identification; image thinning; fingerprint identification system; fingerprint thinning algorithm; minutiae extraction algorithm; pixel precision; Algorithm design and analysis; Bifurcation; Fingerprint recognition; Gabor filters; Image matching; Iris recognition; Pixel;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition (CCPR), 2010 Chinese Conference on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-7209-3
Electronic_ISBN
978-1-4244-7210-9
Type
conf
DOI
10.1109/CCPR.2010.5659273
Filename
5659273
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