Title :
Direct minutiae extraction from gray-level fingerprint image by relationship examination
Author :
Liu, Jinxiang ; Huang, Zhongyang ; Kap Luk Chan
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
Abstract :
A new method to extract the minutiae from a gray-level fingerprint image is presented in this paper. The proposed method determines the minutiae by examining the relationship between the ridges and furrows. The minutiae change the relationship between the ridges and furrows, so the minutiae can be detected by finding the relationship change. By following the ridges and furrows along the local direction, the relationship change can be extracted. Experimental results demonstrate that the method developed based on the new approach is insensitive to noise and hence extracts minutiae better.
Keywords :
edge detection; feature extraction; fingerprint identification; direct minutiae extraction; furrows; gray-level fingerprint image; relationship examination; ridges; Bifurcation; Fingerprint recognition; Flowcharts; Frequency; Gray-scale; Image matching; Marine vehicles; Pixel; Purification; Skeleton;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC, Canada
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.899435