Thumbprint preprocessing using altera cyclone DE2 board

Thumbprint has been by far the most reliable and acceptable form of biometric identification system. This project aims to implement the thumbprint preprocessing procedures from the software front with the utilization of Altera Cyclone DE2 board to improve raw thumbprint images up to a standard neces...

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Main Author:	Nam, Kok Wai
Format:	Thesis
Language:	English
Published:	2009
Subjects:	TK Electrical engineering Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/id/eprint/11999/6/NamKokWaiMFKE2009.pdf
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spelling	my-utm-ep.119992017-09-18T10:33:42Z Thumbprint preprocessing using altera cyclone DE2 board 2009-11 Nam, Kok Wai TK Electrical engineering. Electronics Nuclear engineering Thumbprint has been by far the most reliable and acceptable form of biometric identification system. This project aims to implement the thumbprint preprocessing procedures from the software front with the utilization of Altera Cyclone DE2 board to improve raw thumbprint images up to a standard necessary to facilitate subsequent processing processes for thumbprint recognition. In order to realize this, the configurable FPGA hardware of the board has to be ready to enable the operation of the Nios II processor. The preprocessing procedures have to be defined in a description (ANSI-C++) that is understandable by the board. This project looks out for an implementation option that satisfies the requirements on flexibility and portability while trying to incorporate as much as possible the needs from multiple perspectives, namely computational cost, algorithm speed, and storage requirement. The pre-processing procedure generally comprises five main stages, namely filtering, contrast enhancement, adaptive segmentation, noise elimination and thinning. The project has proven that Altera Cyclone DE2 board is a feasible implementation option for thumbprint image preprocessing. Comparable image quality can be achieved with the thumbprint preprocessing procedures on the DE2 board which offers great flexibility and portability at the expense of slight penalty in processing time. 2009-11 Thesis http://eprints.utm.my/id/eprint/11999/ http://eprints.utm.my/id/eprint/11999/6/NamKokWaiMFKE2009.pdf application/pdf en public masters Universiti Teknologi Malaysia, Faculty of Electrical Engineering Faculty of Electrical Engineering A. Baig, A. Bouridane and F. Kurugollu A Corner Strength Based Fingerprint Segmentation Algorithm with Dynamic Thresholding, IEEE, 2008 A.P. Fitz & R.J. Green, Fingerprint Pre-Processing on a Hexagonal Grid, IEEE, 1995 Atipat Julasayvake & Somsak Choomchuay, AN ALGORITHM FOR FINGERPRINT CORE POINT DETECTION, IEEE, 2007 Chulhan Lee, Sanghoon Lee, Jaihie Kim, and Sung-Jae Kim, Preprocessing of a Fingerprint Image Captured with a Mobile Camera, Springer-Verlag Berlin Heidelberg, 2005 Eun-Kyung Yun, Sung-Bae Cho, Adaptive fingerprint image enhancement with fingerprint image quality analysis, Elsevier B.V., 2005.09.017 Hendrik Lemelson, Thomas King, & Wolfgang Effelsberg, Pre-processing of Fingerprints to Improve the Positioning Accuracy of 802.11-based Positioning Systems, ACM 2008 Ji Wang, Liang Wu, Yong Liu Nios II Processor-Based Fingerprint Identification System, College of Communication Engineering, Chongqing University, 2007 Pradeep M. Patil, Shekar R. Suralkar, Faiyaz B. Sheikh, Rotation Invariant Thinning Algorithm to Detect Ridge Bifurcations for Fingerprint Identification, IEEE 2005 Quit Gao, Plzilipp Forstei, Karl R. Mobus arid George S. Moschytc, Fingerprint Recognition Using Cnns: Fingerprint Preprocessing, IEEE 2001 Rafael C. Gonzalez, Richard E. Woods, Digital Image Processing 2nd Edition, 2002 Rafael C. Gonzalez, Richard E. Woods, Steven L. Eddins, Digital Image Processing Using Matlab 1st Edition, 2004 Raju Sonavane & Dr. B.S. Sawant, Noisy Fingerprint Image Enhancement Technique for Image Analysis: A Structure Similarity Measure Approach, IJCSNS International Journal of Computer Science and Network Security, VOL.7 No.9, September 2007 Wu YuanBao, A Fast Fingerprint Identification Pre-processing Algorithm, Wuhan University, 2005 Zhao Lei, Yang Lu-Ming, Wu Jian-Hui, New preprocessing Method for Finerprint Images, Computer Applications, Apr. 2007 Zvonko Merkas, Miroslav Baa & Kornelije Rabuzin, Fingerprints Preprocessing Using Walsh Functions, 2006
institution	Universiti Teknologi Malaysia
collection	UTM Institutional Repository
language	English
topic	TK Electrical engineering Electronics Nuclear engineering
spellingShingle	TK Electrical engineering Electronics Nuclear engineering Nam, Kok Wai Thumbprint preprocessing using altera cyclone DE2 board
description	Thumbprint has been by far the most reliable and acceptable form of biometric identification system. This project aims to implement the thumbprint preprocessing procedures from the software front with the utilization of Altera Cyclone DE2 board to improve raw thumbprint images up to a standard necessary to facilitate subsequent processing processes for thumbprint recognition. In order to realize this, the configurable FPGA hardware of the board has to be ready to enable the operation of the Nios II processor. The preprocessing procedures have to be defined in a description (ANSI-C++) that is understandable by the board. This project looks out for an implementation option that satisfies the requirements on flexibility and portability while trying to incorporate as much as possible the needs from multiple perspectives, namely computational cost, algorithm speed, and storage requirement. The pre-processing procedure generally comprises five main stages, namely filtering, contrast enhancement, adaptive segmentation, noise elimination and thinning. The project has proven that Altera Cyclone DE2 board is a feasible implementation option for thumbprint image preprocessing. Comparable image quality can be achieved with the thumbprint preprocessing procedures on the DE2 board which offers great flexibility and portability at the expense of slight penalty in processing time.
format	Thesis
qualification_level	Master's degree
author	Nam, Kok Wai
author_facet	Nam, Kok Wai
author_sort	Nam, Kok Wai
title	Thumbprint preprocessing using altera cyclone DE2 board
title_short	Thumbprint preprocessing using altera cyclone DE2 board
title_full	Thumbprint preprocessing using altera cyclone DE2 board
title_fullStr	Thumbprint preprocessing using altera cyclone DE2 board
title_full_unstemmed	Thumbprint preprocessing using altera cyclone DE2 board
title_sort	thumbprint preprocessing using altera cyclone de2 board
granting_institution	Universiti Teknologi Malaysia, Faculty of Electrical Engineering
granting_department	Faculty of Electrical Engineering
publishDate	2009
url	http://eprints.utm.my/id/eprint/11999/6/NamKokWaiMFKE2009.pdf
_version_	1747814884636098560

Thumbprint preprocessing using altera cyclone DE2 board

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