Title :
A hybrid fingerprint matcher in memory constrained environments
Author :
Krivec, Vuk ; Birchbauer, J.A. ; Marius, Wolfgang ; Bischof, Horst
Author_Institution :
Siemens AG, Graz, Austria
Abstract :
Hybrid fingerprint matchers are well known as a powerful tool for high security applications where the reliability of a single fingerprint characteristic is not high enough for the intended application. In this paper, we propose a novel method, which due to its compressibility can be applied in memory constrained environments. This is important for application in smart cards and independent identification modules, which recently gained popularity. The proposed method uses minutia point matcher as the first stage of matching, and, after successfully completing this stage, the second stage of matching is based on comparing the homogeneity of a direction map. The direction map is compressed using a quad tree.
Keywords :
data compression; fingerprint identification; image coding; image matching; quadtrees; smart cards; telecommunication security; direction map compression; fingerprint characteristic; fingerprint compressibility; high security application; hybrid fingerprint matcher; memory constrained environment; minutia point matcher method; quad tree; smart card; Authentication; Fingerprint recognition; Image analysis; Image coding; Image matching; Image sensors; Intelligent sensors; Security; Smart cards; Space technology;
Conference_Titel :
Image and Signal Processing and Analysis, 2003. ISPA 2003. Proceedings of the 3rd International Symposium on
Print_ISBN :
953-184-061-X
DOI :
10.1109/ISPA.2003.1296350