Title :
Fingerprint alignment using special ridges
Author :
Hu, Chunfeng ; Yin, Jianping ; Zhu, En ; Chen, Hui ; Li, Yong
Author_Institution :
Sch. of Comput. Sci., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
Fingerprint is one of the biometrics used to identify a person. Alignment is an important step in fingerprint recognition, affecting greatly the speed and accuracy of matching. Eight types of Special ridges are introduced to align two fingerprints. The ridge with maximum of sampled curvature is used as reference ridges for initial alignment. And corresponding special ridges paired by topology get aligned by their features. The alignment parameters of translation and rotation finally come from all aligned special ridge pairs. Experiments show that alignment using special ridges is fast and robust.
Keywords :
fingerprint identification; image matching; biometrics; fingerprint alignment; fingerprint recognition; reference ridges; special ridge pairs; Biometrics; Computer science; Feature extraction; Filters; Fingerprint recognition; Fingers; Frequency; Kernel; Robustness; Topology;
Conference_Titel :
Pattern Recognition, 2008. ICPR 2008. 19th International Conference on
Conference_Location :
Tampa, FL
Print_ISBN :
978-1-4244-2174-9
Electronic_ISBN :
1051-4651
DOI :
10.1109/ICPR.2008.4761889