TY - GEN
T1 - Touch-less fingerprint recognition system
AU - Hiew, B. Y.
AU - Teoh, Andrew B.J.
AU - Pang, Y. H.
PY - 2007
Y1 - 2007
N2 - Touch-less fingerprint recognition is regarded as a viable alternative to contact-based fingerprint recognition technology. It provides a near ideal solution to the problems in terms of hygienic, maintenance and latent fingerprints. In this paper, we present a touch-less fingerprint recognition system by using a digital camera. Specifically, we address the constraints of the fingerprint images that were acquired with digital camera, such as the low contrast between the ridges and the valleys in fingerprint images, defocus and motion blurriness. The system comprises of preprocessing, feature extraction and matching stages. The proposed preprocessing stage shows the promising results in terms of segmentation, enhancement and core point detection. Feature extraction is done by Gabor filter and the favorable verification results are attained with the Support Vector Machine.
AB - Touch-less fingerprint recognition is regarded as a viable alternative to contact-based fingerprint recognition technology. It provides a near ideal solution to the problems in terms of hygienic, maintenance and latent fingerprints. In this paper, we present a touch-less fingerprint recognition system by using a digital camera. Specifically, we address the constraints of the fingerprint images that were acquired with digital camera, such as the low contrast between the ridges and the valleys in fingerprint images, defocus and motion blurriness. The system comprises of preprocessing, feature extraction and matching stages. The proposed preprocessing stage shows the promising results in terms of segmentation, enhancement and core point detection. Feature extraction is done by Gabor filter and the favorable verification results are attained with the Support Vector Machine.
UR - http://www.scopus.com/inward/record.url?scp=34748879036&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=34748879036&partnerID=8YFLogxK
U2 - 10.1109/AUTOID.2007.380587
DO - 10.1109/AUTOID.2007.380587
M3 - Conference contribution
AN - SCOPUS:34748879036
SN - 1424412994
SN - 9781424412990
T3 - 2007 IEEE Workshop on Automatic Identification Advanced Technologies - Proceedings
SP - 7
EP - 12
BT - 2007 IEEE Workshop on Automatic Identification Advanced Technologies - Proceedings
PB - IEEE Computer Society
T2 - 2007 IEEE Workshop on Automatic Identification Advanced Technologies, AUTOID 2007
Y2 - 7 June 2007 through 8 June 2007
ER -