Multiple Hand Based Biometric Bit Extraction For Template Protection

In this research, a biometric template protection method that encompasses multiple biometrics fusion, feature transformation and bit-extraction is proposed. Normally, the fusion of different biometrics forms a multi-biometrics system that offers some advantages over unibiometric system such as - hig...

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Main Author:	Chin, Yong Jian
Format:	Thesis
Published:	2012
Subjects:	TK Electrical engineering Electronics Nuclear engineering
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id	my-mmu-ep.5583
record_format	uketd_dc
spelling	my-mmu-ep.55832014-06-16T02:23:36Z Multiple Hand Based Biometric Bit Extraction For Template Protection 2012-01 Chin, Yong Jian TK Electrical engineering. Electronics Nuclear engineering In this research, a biometric template protection method that encompasses multiple biometrics fusion, feature transformation and bit-extraction is proposed. Normally, the fusion of different biometrics forms a multi-biometrics system that offers some advantages over unibiometric system such as - higher degree of freedom, less prone to spoof attacks, and lower error rates. In the proposed solution, biometric information from fingerprint and palmprint are first fused at feature level. In this context, the scanned fingerprint and palmprint images are cropped to extract their region of interest (ROI). Subsequently, a bank of Gabor filters is used to extract the salient features from the fused images. Experiment results show that the proposed fusion method offers better performance and it is more robust compared to unibiometric approaches using solely fingerprint or palmprint biometrics. 2012-01 Thesis http://shdl.mmu.edu.my/5583/ http://library.mmu.edu.my/diglib/onlinedb/dig_lib.php masters Multimedia University Faculty of Information Science and Technology
institution	Multimedia University
collection	MMU Institutional Repository
topic	TK Electrical engineering Electronics Nuclear engineering
spellingShingle	TK Electrical engineering Electronics Nuclear engineering Chin, Yong Jian Multiple Hand Based Biometric Bit Extraction For Template Protection
description	In this research, a biometric template protection method that encompasses multiple biometrics fusion, feature transformation and bit-extraction is proposed. Normally, the fusion of different biometrics forms a multi-biometrics system that offers some advantages over unibiometric system such as - higher degree of freedom, less prone to spoof attacks, and lower error rates. In the proposed solution, biometric information from fingerprint and palmprint are first fused at feature level. In this context, the scanned fingerprint and palmprint images are cropped to extract their region of interest (ROI). Subsequently, a bank of Gabor filters is used to extract the salient features from the fused images. Experiment results show that the proposed fusion method offers better performance and it is more robust compared to unibiometric approaches using solely fingerprint or palmprint biometrics.
format	Thesis
qualification_level	Master's degree
author	Chin, Yong Jian
author_facet	Chin, Yong Jian
author_sort	Chin, Yong Jian
title	Multiple Hand Based Biometric Bit Extraction For Template Protection
title_short	Multiple Hand Based Biometric Bit Extraction For Template Protection
title_full	Multiple Hand Based Biometric Bit Extraction For Template Protection
title_fullStr	Multiple Hand Based Biometric Bit Extraction For Template Protection
title_full_unstemmed	Multiple Hand Based Biometric Bit Extraction For Template Protection
title_sort	multiple hand based biometric bit extraction for template protection
granting_institution	Multimedia University
granting_department	Faculty of Information Science and Technology
publishDate	2012
_version_	1747829580210634752

Multiple Hand Based Biometric Bit Extraction For Template Protection

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