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
Link To Document :
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