DocumentCode
2692430
Title
Fingerprint processing using back propagation neural networks
Author
Leung, Ming-Tak ; Engeler, W.E. ; Frank, P.
fYear
1990
fDate
17-21 June 1990
Firstpage
15
Abstract
A system for the extraction of minutiae from gray-scale fingerprint images using back-propagation networks and Gabor filters is described. Good detection ratios and low false alarm rates were achieved. The importance of having good input representations of the image data is illustrated through variations in the performance of different trained networks. The usefulness of Gabor filters in the representation processing layer is demonstrated
Keywords
computerised picture processing; filtering and prediction theory; neural nets; Gabor filters; back propagation neural networks; fingerprint images; gray-scale; minutiae extraction; representation processing layer;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1990., 1990 IJCNN International Joint Conference on
Conference_Location
San Diego, CA, USA
Type
conf
DOI
10.1109/IJCNN.1990.137537
Filename
5726500
Link To Document