Discrete Wavelet Transform (DWT) – Gray Level Co-occurrence Matric (GLCM) – Based Fingerprint Recognition Method

Fingerprint recognition system has become among the most popular system used either in civilian law or personal security system. Mostly, fingerprint recognition is based on minutiae that is corresponding to features of the image and thus the similarities are evaluated. In this paper, another techniq...

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Main Author:	Darmizal, Nur Hidayah
Format:	Final Year Project
Language:	English
Published:	Universiti Teknologi PETRONAS 2014
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://utpedia.utp.edu.my/14236/1/2014UPDATED%20FINAL%20REPORT%20HIDAYAH%20DARMIZAL%20-%20.pdf http://utpedia.utp.edu.my/14236/
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Institution:	Universiti Teknologi Petronas
Language:	English

id	my-utp-utpedia.14236
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spelling	my-utp-utpedia.142362017-01-25T09:37:08Z http://utpedia.utp.edu.my/14236/ Discrete Wavelet Transform (DWT) – Gray Level Co-occurrence Matric (GLCM) – Based Fingerprint Recognition Method Darmizal, Nur Hidayah TK Electrical engineering. Electronics Nuclear engineering Fingerprint recognition system has become among the most popular system used either in civilian law or personal security system. Mostly, fingerprint recognition is based on minutiae that is corresponding to features of the image and thus the similarities are evaluated. In this paper, another technique is used to overcome the normal issue of time consumption. Thus, discrete wavelet transform (DWT) and grey level co-occurrence metrics (GLCM) is proposed to have shorter time consumption. Throughout this paper, the project is to evaluate similarities of fingerprint images in terms of false acceptance rate (FAR), false rejection rate (FRR), and total success rate (TSR). The fingerprint images consist of 15 subjects with about four different images each. Universiti Teknologi PETRONAS 2014-05 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/14236/1/2014UPDATED%20FINAL%20REPORT%20HIDAYAH%20DARMIZAL%20-%20.pdf Darmizal, Nur Hidayah (2014) Discrete Wavelet Transform (DWT) – Gray Level Co-occurrence Matric (GLCM) – Based Fingerprint Recognition Method. Universiti Teknologi PETRONAS. (Unpublished)
institution	Universiti Teknologi Petronas
building	UTP Resource Centre
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknologi Petronas
content_source	UTP Electronic and Digitized Intellectual Asset
url_provider	http://utpedia.utp.edu.my/
language	English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Darmizal, Nur Hidayah Discrete Wavelet Transform (DWT) – Gray Level Co-occurrence Matric (GLCM) – Based Fingerprint Recognition Method
description	Fingerprint recognition system has become among the most popular system used either in civilian law or personal security system. Mostly, fingerprint recognition is based on minutiae that is corresponding to features of the image and thus the similarities are evaluated. In this paper, another technique is used to overcome the normal issue of time consumption. Thus, discrete wavelet transform (DWT) and grey level co-occurrence metrics (GLCM) is proposed to have shorter time consumption. Throughout this paper, the project is to evaluate similarities of fingerprint images in terms of false acceptance rate (FAR), false rejection rate (FRR), and total success rate (TSR). The fingerprint images consist of 15 subjects with about four different images each.
format	Final Year Project
author	Darmizal, Nur Hidayah
author_facet	Darmizal, Nur Hidayah
author_sort	Darmizal, Nur Hidayah
title	Discrete Wavelet Transform (DWT) – Gray Level Co-occurrence Matric (GLCM) – Based Fingerprint Recognition Method
title_short	Discrete Wavelet Transform (DWT) – Gray Level Co-occurrence Matric (GLCM) – Based Fingerprint Recognition Method
title_full	Discrete Wavelet Transform (DWT) – Gray Level Co-occurrence Matric (GLCM) – Based Fingerprint Recognition Method
title_fullStr	Discrete Wavelet Transform (DWT) – Gray Level Co-occurrence Matric (GLCM) – Based Fingerprint Recognition Method
title_full_unstemmed	Discrete Wavelet Transform (DWT) – Gray Level Co-occurrence Matric (GLCM) – Based Fingerprint Recognition Method
title_sort	discrete wavelet transform (dwt) – gray level co-occurrence matric (glcm) – based fingerprint recognition method
publisher	Universiti Teknologi PETRONAS
publishDate	2014
url	http://utpedia.utp.edu.my/14236/1/2014UPDATED%20FINAL%20REPORT%20HIDAYAH%20DARMIZAL%20-%20.pdf http://utpedia.utp.edu.my/14236/
_version_	1739831978928111616

Discrete Wavelet Transform (DWT) – Gray Level Co-occurrence Matric (GLCM) – Based Fingerprint Recognition Method

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