DocumentCode :
1577521
Title :
A time-frequency field fingerprint enhancement technology and three-order spline curve fitting matching algorithm research
Author :
Yuanning Liu ; Senmiao Yuan ; Xiaodong Zhu
Author_Institution :
Dept. of Comput., Jilin Univ., Changchun, China
Volume :
2
fYear :
2003
Firstpage :
1067
Abstract :
We present a fast fingerprint enhancement algorithm in the paper. In order to enhance the fingerprint images, the algorithm firstly estimate local ridge orientation and frequency of the fingerprint images and then apply an even-symmetric Gabor filter for fingerprint images, adaptively improve the clarity of the ridge and the furrow structures of input fingerprint images. At the same time, this paper gives out an algorithm which is based on three-order spline curve fitting curve of point matching, creation of some definitions and lemmas. The results indicate that the algorithm shows out excellent features in good velocity and precision.
Keywords :
curve fitting; feature extraction; fingerprint identification; image matching; splines (mathematics); time-frequency analysis; Gabor filter; fingerprint images; furrow structure; local ridge orientation; ridge clarity; three-order spline curve fitting matching algorithm; time-frequency field fingerprint enhancement; Artificial intelligence; Bifurcation; Curve fitting; Data mining; Feature extraction; Fingerprint recognition; Fingers; Image matching; Spline; Time frequency analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Instrumentation and Measurement Technology Conference, 2003. IMTC '03. Proceedings of the 20th IEEE
ISSN :
1091-5281
Print_ISBN :
0-7803-7705-2
Type :
conf
DOI :
10.1109/IMTC.2003.1207916
Filename :
1207916
Link To Document :
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