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A method of fingerprint identification based on space invariant transforms and support vector machines

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3 Author(s)
Yang He ; Sch. of Mech. Eng., Dalian Univ. of Technol., China ; Zongying Ou ; Hao Guo

A new method of fingerprint identification based on space invariant transforms and support vector machines is presented. The method uses the rotation, scale and translation invariant properties of the Fourier-Mellin transform to preprocess the fingerprint images. Afterward, with the results as the input properties, the automatically fingerprint identification is performed using support vector machines (SVM). The experimental results show that the method of fingerprint identification is effective and has high accuracy.

Published in:
Machine Learning and Cybernetics, 2003 International Conference on  (Volume:3 )

Date of Conference: 2-5 Nov. 2003

Page(s):
1322 - 1327 Vol.3
Print ISBN:
0-7803-8131-9
INSPEC Accession Number:
7985207
Digital Object Identifier :
10.1109/ICMLC.2003.1259696
Product Type:
Conference Publications

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