Dynamic signature verification using sensor based data glove

N.S., Kamel and S., Sayeed and R., Besar (2007) Dynamic signature verification using sensor based data glove. In: 8th International Conference on Signal Processing, ICSP 2006, 16 November 2006 through 20 November 2006, Guilin.

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Handwritten signature verification is a well-established and potential area of research with numerous applications such as commercial (e.g., Credit card, bank check verification etc.), government (e.g., National ID card, Driver's license, passport control etc.) and forensic (e.g., corpse identification) application. In this paper, we propose a new approach to deal with the problem of handwritten signature verification and forgery detection using data glove. The technique is based on linearly projecting the glove signature into a low-dimensional space, through the Singular Value Decomposition (SVD). The Euclidean distance between the different groups of singular values is used to measure the authenticity of the tried signatures. The reliability and efficiency of the proposed system against forgeries are tested and reported. A comparative analysis has also been shown for data gloves with 14, 5, and 4 sensors respectively. © 2006 IEEE.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Problem solving; Sensor data fusion; Singular value decomposition; Credit card; Euclidean distance; Forgery detection; Electronic document identification systems
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Departments / MOR / COE: Departments > Electrical & Electronic Engineering
Depositing User: Assoc Prof Dr Nidal Kamel
Date Deposited: 04 Mar 2010 06:25
Last Modified: 19 Jan 2017 08:27
URI: http://scholars.utp.edu.my/id/eprint/325

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