Analysis of thumbprint recognition in different bit levels

Md. Rezaur, Rahman and Bong, David B L and Lee, T.Z (2013) Analysis of thumbprint recognition in different bit levels. 2012 International Conference on Advanced Computer Science Applications and Technologies. pp. 192-198. ISSN ISBN: 978-1-4673-5832-3

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Official URL: http://ieeexplore.ieee.org/document/6516350/

Abstract

In this paper, a preliminary analysis of thumbprint recognition in different bit levels is presented. A digital image consists of m x n pixels and each pixel is represented by gray level value. In an 8-bits gray level image, the gray level value range from 0 to 255 for each pixel. Each bit-plane will then be extracted as the input into the neural network to test its performance and accuracy. The performance is then evaluated based on the recognition rate of each bit plane

Item Type: Article
Uncontrolled Keywords: bit level extraction; image processing; neural network; Thumbprint recognition, unimas, university, universiti, Borneo, Malaysia, Sarawak, Kuching, Samarahan, ipta, education, research, Universiti Malaysia Sarawak
Subjects: T Technology > T Technology (General)
Divisions: Academic Faculties, Institutes and Centres > Faculty of Engineering
Depositing User: Saman
Date Deposited: 18 May 2017 01:59
Last Modified: 06 Jun 2017 06:52
URI: http://ir.unimas.my/id/eprint/16317

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