A Novel Approach to Dynamic Signature Verification Using Sensor-Based Data glove

Data glove is a new dimension in the field of virtual reality environments, initially designed to satisfy the stringent requirements of modern motion capture and animation professionals. In this study we try to shift the implementation of data glove from motion animation towards signature verific...

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Bibliographic Details
Main Author:	Kamel , Nidal
Format:	Citation Index Journal
Published:	Science Publications 2009
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utp.edu.my/4483/1/ajas62233-240.pdf http://www.thescipub.com/ajas.toc http://eprints.utp.edu.my/4483/
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Institution:	Universiti Teknologi Petronas

id	my.utp.eprints.4483
record_format	eprints
spelling	my.utp.eprints.44832017-01-19T08:25:44Z A Novel Approach to Dynamic Signature Verification Using Sensor-Based Data glove Kamel , Nidal TK Electrical engineering. Electronics Nuclear engineering Data glove is a new dimension in the field of virtual reality environments, initially designed to satisfy the stringent requirements of modern motion capture and animation professionals. In this study we try to shift the implementation of data glove from motion animation towards signature verification problem, making use of the offered multiple degrees of freedom for each finger and for the hand as well. We used an SVD-based technique to extract the feature values of different sensors’ locating on corresponding fingers in the signing process and evaluated the results for writer authentication. The technique is tested with large number of authentic and forgery signatures using data gloves with 14, 5 and 4 sensor and shows a significant level of accuracy with 2.46~5.0% of EER. Science Publications 2009 Citation Index Journal PeerReviewed application/pdf http://eprints.utp.edu.my/4483/1/ajas62233-240.pdf http://www.thescipub.com/ajas.toc Kamel , Nidal (2009) A Novel Approach to Dynamic Signature Verification Using Sensor-Based Data glove. [Citation Index Journal] http://eprints.utp.edu.my/4483/
institution	Universiti Teknologi Petronas
building	UTP Resource Centre
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknologi Petronas
content_source	UTP Institutional Repository
url_provider	http://eprints.utp.edu.my/
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Kamel , Nidal A Novel Approach to Dynamic Signature Verification Using Sensor-Based Data glove
description	Data glove is a new dimension in the field of virtual reality environments, initially designed to satisfy the stringent requirements of modern motion capture and animation professionals. In this study we try to shift the implementation of data glove from motion animation towards signature verification problem, making use of the offered multiple degrees of freedom for each finger and for the hand as well. We used an SVD-based technique to extract the feature values of different sensors’ locating on corresponding fingers in the signing process and evaluated the results for writer authentication. The technique is tested with large number of authentic and forgery signatures using data gloves with 14, 5 and 4 sensor and shows a significant level of accuracy with 2.46~5.0% of EER.
format	Citation Index Journal
author	Kamel , Nidal
author_facet	Kamel , Nidal
author_sort	Kamel , Nidal
title	A Novel Approach to Dynamic Signature Verification Using Sensor-Based Data glove
title_short	A Novel Approach to Dynamic Signature Verification Using Sensor-Based Data glove
title_full	A Novel Approach to Dynamic Signature Verification Using Sensor-Based Data glove
title_fullStr	A Novel Approach to Dynamic Signature Verification Using Sensor-Based Data glove
title_full_unstemmed	A Novel Approach to Dynamic Signature Verification Using Sensor-Based Data glove
title_sort	novel approach to dynamic signature verification using sensor-based data glove
publisher	Science Publications
publishDate	2009
url	http://eprints.utp.edu.my/4483/1/ajas62233-240.pdf http://www.thescipub.com/ajas.toc http://eprints.utp.edu.my/4483/
_version_	1738655344466329600

A Novel Approach to Dynamic Signature Verification Using Sensor-Based Data glove

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