Biometric Verification Based on Grip-pattern Recognition


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Veldhuis, Raymond and Bazen, Asker and Kauffman, Joost and Hartel, Pieter (2004) Biometric Verification Based on Grip-pattern Recognition. In: Security, Steganography, and Watermarking of Multimedia Contents VI, 19 January 2004, San Jose, California, USA (pp. pp. 634-641).

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Abstract:This paper describes the design, implementation and evaluation of a user-verification system for a smart gun, which is based on grip-pattern recognition. An existing pressure sensor consisting of an array of 44 x 44 piezoresistive elements is used to measure the grip pattern. An interface has been developed to acquire pressure images from the sensor. The values of the pixels in the pressure-pattern images are used as inputs for a verification algorithm, which is currently implemented in software on a PC. The verification algorithm is based on a likelihoodratio classifier for Gaussian probability densities. First results indicate that it is feasible to use grip-pattern recognition for biometric verification.
Item Type:Conference or Workshop Item
Copyright:©2004 SPIE
Faculty:
Electrical Engineering, Mathematics and Computer Science (EEMCS)
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Link to this item:http://purl.utwente.nl/publications/48502
Official URL:http://dx.doi.org/10.1117/12.530967
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Metis ID: 220030