Title :
Fingerprint minutiae matching based on the local and global structures
Author :
Jiang, Xudong ; Yau, Wei-Yun
Author_Institution :
Centre for Signal Process., Nanyang Technol. Inst., Singapore
Abstract :
Proposes a fingerprint minutia matching technique, which matches the fingerprint minutiae by using both the local and global structures of minutiae. The local structure of a minutia describes a rotation and translation invariant feature of the minutia in its neighborhood. It is used to find the correspondence of two minutiae sets and increase the reliability of the global matching. The global structure of minutiae reliably determines the uniqueness of fingerprint. Therefore, the local and global structures of minutiae together provide a solid basis for reliable and robust minutiae matching. The proposed minutiae matching scheme is suitable for an online processing due to its high processing speed. Experimental results show the performance of the proposed technique
Keywords :
fingerprint identification; image matching; fingerprint minutiae matching; global structures; local structures; rotation invariant feature; translation invariant feature; Bifurcation; Fingerprint recognition; Fingers; Humans; Image matching; Pattern matching; Robustness; Security; Signal processing;
Conference_Titel :
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7695-0750-6
DOI :
10.1109/ICPR.2000.906252