Algorithm design for grip-pattern verification in smart gun


Shang, X. and Veldhuis, R.N.J. and Bazen, A.M. and Ganzevoort, W.P.T. (2005) Algorithm design for grip-pattern verification in smart gun. In: ProRISC 2005, 16th Workshop on Circuits, Systems and Signal Processing, 17-18 November 2005, Veldhoven, The Netherlands (pp. pp. 674-678).

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Abstract:The Secure Grip project1 focuses on the development of a hand-grip pattern recognition system, as part of the smart gun. Its target customer is the police. To explore the authentication performance of this system, we collected data from a group of police officers, and made authentication simulations based on a likelihood-ratio classifier. This smart gun system has been proved to be useful in the authentication of the police officers. However, its authentication performance needs some further improvement, especially when data for training and testing were collected with some time in between. We present and analyze the simulation results of the authentication experiment. Based on the analyses, we propose some methods to improve the system¿s authentication performance.
Item Type:Conference or Workshop Item
Copyright:© STW, Technology Foundation 2005
Electrical Engineering, Mathematics and Computer Science (EEMCS)
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Metis ID: 226848