The Performance Of User Verification Using Two Fingerprint Based On Error Rate

Biometric technology, especially fingerprint, attract users around the world to use it to secure their places or properties. On the current implementation of fingerprint based person verification, the system face several problems such as noisy finger and fingerprint misplacement by the user. When th...

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Main Author: Mohamad Amir, Abu Seman
Format: Thesis
Language:eng
eng
Published: 2002
Subjects:
Online Access:https://etd.uum.edu.my/605/1/MOHAMAD_AMIR_B._ABU_SEMAN.pdf
https://etd.uum.edu.my/605/2/1.MOHAMAD_AMIR_B._ABU_SEMAN.pdf
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spelling my-uum-etd.6052013-07-24T12:08:05Z The Performance Of User Verification Using Two Fingerprint Based On Error Rate 2002 Mohamad Amir, Abu Seman Sekolah Siswazah Sekolah Siswazah HV Social Pathology. Social and Public Welfare Biometric technology, especially fingerprint, attract users around the world to use it to secure their places or properties. On the current implementation of fingerprint based person verification, the system face several problems such as noisy finger and fingerprint misplacement by the user. When the problem only effected a small part of fingerprint, it is solved or minimized on the image processing and pattern recognition phase. But, when the problem involves a larger part of fingerprint, another approach needs to be used. To solve or minimize this kind of problem, the approach uses two fingerprints on the verification process have been experimented on this research. By not only referring to the thumbs which are usually used, the potential of the other fingerprint have been studied to find the two best fingerprints as used in this process. Using several simple methods to classify the decisions from both fingerprints; the best classifier have been used to study the performance level of the system compared to the current system used in single fingerprint. In this study, total error rate has been used as an indicator to the performance level of the system. Although the problems have not been totally solved, but the total error rates for fingerprint verification system has been minimized by using this approach. 2002 Thesis https://etd.uum.edu.my/605/ https://etd.uum.edu.my/605/1/MOHAMAD_AMIR_B._ABU_SEMAN.pdf application/pdf eng validuser https://etd.uum.edu.my/605/2/1.MOHAMAD_AMIR_B._ABU_SEMAN.pdf application/pdf eng public masters masters Universiti Utara Malaysia
institution Universiti Utara Malaysia
collection UUM ETD
language eng
eng
topic HV Social Pathology
Social and Public Welfare
spellingShingle HV Social Pathology
Social and Public Welfare
Mohamad Amir, Abu Seman
The Performance Of User Verification Using Two Fingerprint Based On Error Rate
description Biometric technology, especially fingerprint, attract users around the world to use it to secure their places or properties. On the current implementation of fingerprint based person verification, the system face several problems such as noisy finger and fingerprint misplacement by the user. When the problem only effected a small part of fingerprint, it is solved or minimized on the image processing and pattern recognition phase. But, when the problem involves a larger part of fingerprint, another approach needs to be used. To solve or minimize this kind of problem, the approach uses two fingerprints on the verification process have been experimented on this research. By not only referring to the thumbs which are usually used, the potential of the other fingerprint have been studied to find the two best fingerprints as used in this process. Using several simple methods to classify the decisions from both fingerprints; the best classifier have been used to study the performance level of the system compared to the current system used in single fingerprint. In this study, total error rate has been used as an indicator to the performance level of the system. Although the problems have not been totally solved, but the total error rates for fingerprint verification system has been minimized by using this approach.
format Thesis
qualification_name masters
qualification_level Master's degree
author Mohamad Amir, Abu Seman
author_facet Mohamad Amir, Abu Seman
author_sort Mohamad Amir, Abu Seman
title The Performance Of User Verification Using Two Fingerprint Based On Error Rate
title_short The Performance Of User Verification Using Two Fingerprint Based On Error Rate
title_full The Performance Of User Verification Using Two Fingerprint Based On Error Rate
title_fullStr The Performance Of User Verification Using Two Fingerprint Based On Error Rate
title_full_unstemmed The Performance Of User Verification Using Two Fingerprint Based On Error Rate
title_sort performance of user verification using two fingerprint based on error rate
granting_institution Universiti Utara Malaysia
granting_department Sekolah Siswazah
publishDate 2002
url https://etd.uum.edu.my/605/1/MOHAMAD_AMIR_B._ABU_SEMAN.pdf
https://etd.uum.edu.my/605/2/1.MOHAMAD_AMIR_B._ABU_SEMAN.pdf
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