Touch-less Fingerprint Recognition System

Hiew, Bee Yan and Teoh, Andrew Ben Jin and Pang, Ying Han (2007) Touch-less Fingerprint Recognition System. In: 5th IEEE Workshop on Automatic Identification Advanced Technologies, 07-08 June 2007, Alghero, Italy.

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Official URL: http://dx.doi.org/10.1109/AUTOID.2007.380587

Abstract

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.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: ouch-less fingerprint recognition, preprocessing, Gaborfilter, Support Vector Machine.
Subjects: T Technology > T Technology (General)
Q Science > QA Mathematics > QA75.5-76.95 Electronic computers. Computer science
Divisions: Faculty of Information Science and Technology (FIST)
Depositing User: Ms Suzilawati Abu Samah
Date Deposited: 18 Oct 2011 02:11
Last Modified: 05 Jan 2017 03:31
URI: http://shdl.mmu.edu.my/id/eprint/3278

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