Title :
Extracting corner-cue feature to improve minutiae-matching accuracy
Author :
Lei, Jiajia ; You, Xinge ; Zhou, Long ; Zeng, Wu
Author_Institution :
Dept. of Electron. & Inf. Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
This paper proposes a new feature of fingerprint, called corner-cue. It is based on the curvature of fingerprint ridges. To extract the corner-cue, we first compute the curvature of fingerprint ridges and find the local maximum curvature points. Without regard to the high curvature points near minutiae, corner-cues are obtained. Corner-cues are further utilized in the matching stage to enhance the system´s performance. Since high curvature points are important features of a fingerprint, the proposed method can obtain better results than conventional solely minutiae-based methods. Experimental results illustrate its effectiveness.
Keywords :
feature extraction; fingerprint identification; image matching; corner-cue feature extraction; fingerprint ridges; local maximum curvature points; minutiae matching accuracy; Accuracy; Bifurcation; Databases; Feature extraction; Fingerprint recognition; Pattern matching; Pixel; Feature; curvature; fingerprint matching; fingerprint ridges; high curvature points;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5654206