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

Kamel , Nidal (2009) A Novel Approach to Dynamic Signature Verification Using Sensor-Based Data glove. [Citation Index Journal]

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Abstract

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.

Item Type:Citation Index Journal
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering
Departments / MOR / COE:Research Institutes > Institute for Health Analytics
ID Code:4483
Deposited By: Assoc Prof Dr Nidal Kamel
Deposited On:18 Mar 2011 04:08
Last Modified:19 Jan 2017 08:25

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