Title :
A hybrid system for automatic fingerprint identification
Author :
Huvanandana, Sanpachai ; Malisuwan, Settapong ; Santiyanon, Jakkapol ; Hwang, Jenq-Neng
Abstract :
A hybrid fingerprint identification system is presented in this paper. The system consists of several steps: fingerprint enhancement, minutiae extraction, texture feature extraction, fast texture matching, and minutiae matching. The proposed hybrid matching system needs fewer steps to identify individuality than traditional methods. Our approach has been tested on a reasonably large fingerprint database and the experimental results show an effective performance without matching every fingerprint in database.
Keywords :
fingerprint identification; image enhancement; image matching; image texture; automatic fingerprint identification; fast texture matching; fingerprint enhancement; individuality; minutiae extraction; minutiae matching; texture feature extraction; Feature extraction; Filtering; Fingerprint recognition; Gabor filters; Information processing; Laboratories; Matched filters; Spatial databases; Testing; Wavelet coefficients;
Conference_Titel :
Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
Print_ISBN :
0-7803-7761-3
DOI :
10.1109/ISCAS.2003.1206133
