Title :
Performance Evaluation of Fingerprint Orientation Estimation Algorithms
Author :
Sun, Yuqin ; Chen, Henghong ; Wang, Zhifang ; Li, Qiong
Author_Institution :
Harbin Inst. of Technol., Harbin
Abstract :
Fingerprint orientation estimation is a key problem for automated fingerprint identification system (AFIS), especially for minutia-based AFIS. In this paper, we give a review and performance evaluation of 5 popular orientation estimation algorithms with the test database FVC2000 DB1 and a platform based on minutia matching. False match rate (FMR) and false non-match rate (FNMR) of the AFIS are used to evaluate these 5 algorithms.
Keywords :
fingerprint identification; image matching; FVC2000 DB1; automated fingerprint identification system; false match rate; false nonmatch rate; fingerprint orientation estimation; minutia matching; Adaptive filters; Feature extraction; Filtering algorithms; Fingerprint recognition; Image enhancement; Image matching; Pixel; Robustness; Smoothing methods; Sun;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing, 2007. IIHMSP 2007. Third International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-0-7695-2994-1
DOI :
10.1109/IIH-MSP.2007.240
