An efficient technique for human verification using finger stripes geometry

An efficient technique for human verification using finger stripes geometry

This study attempts to improve the performance of person verification by finger stripes geometry, which is an efficient, simple, fast, easy to handle and cost effective compared with other biometric human verification technique. Finger stripe geometry is a new biometric type in verification process....

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Bibliographic Details
Main Authors: Rahman, Md. Arafatur, Azad, Md. Saiful, Anwar, Farhat
Format: Article
Language:English
Published: medwell journals 2007
Subjects:
TK5101 Telecommunication. Including telegraphy, radio, radar, television
Online Access:http://irep.iium.edu.my/2740/
http://irep.iium.edu.my/2740/
http://irep.iium.edu.my/2740/1/445-449.pdf
id iium-2740
recordtype eprints
spelling iium-27402019-11-21T03:05:29Z http://irep.iium.edu.my/2740/ An efficient technique for human verification using finger stripes geometry Rahman, Md. Arafatur Azad, Md. Saiful Anwar, Farhat TK5101 Telecommunication. Including telegraphy, radio, radar, television This study attempts to improve the performance of person verification by finger stripes geometry, which is an efficient, simple, fast, easy to handle and cost effective compared with other biometric human verification technique. Finger stripe geometry is a new biometric type in verification process. This finger stripe based verification consists of two main attributes, feature extraction by image processing and feature learning by ANN (Artificial Neural Network). The Distance Based Nearest Neighbor Algorithm, which shows greater accuracy than NN is also applied here. Using this approach, experimental result provides, Total Success Rate (TSR) is 98.79%, False Acceptance Rate (FAR) is 3.21% and False Rejection Rate (FRR) is 0%. Since the proposed method requires very small computational time, the practical implementation requirement for a large number of person verification is possible. medwell journals 2007 Article PeerReviewed application/pdf en http://irep.iium.edu.my/2740/1/445-449.pdf Rahman, Md. Arafatur and Azad, Md. Saiful and Anwar, Farhat (2007) An efficient technique for human verification using finger stripes geometry. International Journal of Soft Computing, 2 (3). pp. 445-449. ISSN 1816-9503 http://www.medwelljournals.com/abstract/?doi=ijscomp.2007.445.449
repository_type Digital Repository
institution_category Local University
institution International Islamic University Malaysia
building IIUM Repository
collection Online Access
language English
topic TK5101 Telecommunication. Including telegraphy, radio, radar, television
spellingShingle TK5101 Telecommunication. Including telegraphy, radio, radar, television
Rahman, Md. Arafatur
Azad, Md. Saiful
Anwar, Farhat
An efficient technique for human verification using finger stripes geometry
description This study attempts to improve the performance of person verification by finger stripes geometry, which is an efficient, simple, fast, easy to handle and cost effective compared with other biometric human verification technique. Finger stripe geometry is a new biometric type in verification process. This finger stripe based verification consists of two main attributes, feature extraction by image processing and feature learning by ANN (Artificial Neural Network). The Distance Based Nearest Neighbor Algorithm, which shows greater accuracy than NN is also applied here. Using this approach, experimental result provides, Total Success Rate (TSR) is 98.79%, False Acceptance Rate (FAR) is 3.21% and False Rejection Rate (FRR) is 0%. Since the proposed method requires very small computational time, the practical implementation requirement for a large number of person verification is possible.
format Article
author Rahman, Md. Arafatur
Azad, Md. Saiful
Anwar, Farhat
author_facet Rahman, Md. Arafatur
Azad, Md. Saiful
Anwar, Farhat
author_sort Rahman, Md. Arafatur
title An efficient technique for human verification using finger stripes geometry
title_short An efficient technique for human verification using finger stripes geometry
title_full An efficient technique for human verification using finger stripes geometry
title_fullStr An efficient technique for human verification using finger stripes geometry
title_full_unstemmed An efficient technique for human verification using finger stripes geometry
title_sort efficient technique for human verification using finger stripes geometry
publisher medwell journals
publishDate 2007
url http://irep.iium.edu.my/2740/
http://irep.iium.edu.my/2740/
http://irep.iium.edu.my/2740/1/445-449.pdf
first_indexed 2023-09-18T20:10:21Z
last_indexed 2023-09-18T20:10:21Z
_version_ 1777407436529860608

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