Simplified online signature verification through uncompromised electrode reduction in data gloves

Samraj, Andrews and Rajendran, Kalvina and Sayeed, Md. Shohel (2013) Simplified online signature verification through uncompromised electrode reduction in data gloves. In: Proceedings of the The International Arab Conference on Information Technology (ACIT'2013), 17-19 December 2013, Sudan University of Science and Technology, Sudan.

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Abstract

The signature verification through data glove signals has overheads of cost, time and complexity in data dimensions. A novel approach to reduce channels by prudently selecting the most essential channels will result in reduced cost, processing time and low level complexity. The reduction in electrodes should not compromise the accuracy and security. A continuous search to find the most significant channels helps distinguishing them from less contributing channels by various experiments. Here in this work the comparison of zone based channel groups were conducted to classify the SVD signal features through LDA and the performances of thumb zone based channels were found better than the little finger zone in contributing genuine features by the results obtained from various levels of experiments.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Data gloves, Signature verification, Forgery detection, Wearable computing
Subjects: T Technology > T Technology (General)
Divisions: Faculty of Information Science and Technology (FIST)
Depositing User: Ms Rosnani Abd Wahab
Date Deposited: 05 Jan 2017 10:45
Last Modified: 05 Jan 2017 10:45
URI: http://shdl.mmu.edu.my/id/eprint/6098

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