DocumentCode
3633707
Title
Robust orientation field estimation in fingerprint images with broken ridge lines
Author
Carsten Gottschlich;Axel Munk;Preda Mihailescu
Author_Institution
Institute for Mathematical Stochastics, University of Goettingen, Goldschmidtstr. 7, 37077, Germany
fYear
2009
Firstpage
529
Lastpage
533
Abstract
A good and reliable orientation field (OF) estimation is of great importance in fingerprint image processing. This paper presents an OF estimation approach that is based on traced ridge and furrow lines. The method considers pieces of flow information from a larger region and provides robustness against disturbances caused, e.g. by temporary scars, creases, contamination, wetness or dryness of the finger. The performance of the method is evaluated in simulation runs with artificial ridge interruptions and compared to the gradients based method and a multiscale directional operator.
Keywords
"Robustness","Fingerprint recognition","Image matching","Contamination","Fingers","Testing","Stochastic processes","Smoothing methods","Accuracy","Interference"
Publisher
ieee
Conference_Titel
Image and Signal Processing and Analysis, 2009. ISPA 2009. Proceedings of 6th International Symposium on
ISSN
1845-5921
Print_ISBN
978-953-184-135-1
Type
conf
DOI
10.1109/ISPA.2009.5297684
Filename
5297684
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