Title :
Fingerprint recognition using DCT features
Author :
Amornraksa, T. ; Tachaphetpiboon, S.
Author_Institution :
Comput. Eng. Dept., King Mongkut´´s Univ. of Technol. Thonburi, Bangkok, Thailand
fDate :
4/27/2006 12:00:00 AM
Abstract :
A method of fingerprint recognition based on the DCT features of a discrete image is proposed. Its performance is evaluated by the k-nearest neighbour (k-NN) classifier. Experimental results show the achievement of the proposed method in terms of the recognition rate and the low computational effort.
Keywords :
discrete cosine transforms; feature extraction; fingerprint identification; image classification; DCT features; fingerprint recognition; k-NN classifier; k-nearest neighbour classifier;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20064330
