DocumentCode :
254366
Title :
Pre-processing cascades and fusion in finger vein recognition
Author :
Kauba, C. ; Reissig, J. ; Uhl, A.
Author_Institution :
Dept. of Comput. Sci., Univ. of Salzburg, Salzburg, Austria
fYear :
2014
fDate :
10-12 Sept. 2014
Firstpage :
1
Lastpage :
6
Abstract :
Preprocessing and fusion techniques for finger vein recognition are investigated. An experimental study involving a set of preprocessing approaches shows the importance of selecting the appropriate single technique and the usefulness of cascading several different preprocessing methods for subsequent feature extraction of various types. Score level fusion is able to significantly improve recognition results, in particular when combining features describing complementary finger image properties.
Keywords :
feature extraction; image fusion; vein recognition; complementary finger image properties; finger vein recognition; score level fusion; subsequent feature extraction; Accuracy; Feature extraction; Fingers; Image recognition; Shape; Tracking; Veins;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biometrics Special Interest Group (BIOSIG), 2014 International Conference of the
Conference_Location :
Darmstadt
Print_ISBN :
978-3-88579-624-4
Type :
conf
Filename :
7029415
Link To Document :
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