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