22 June 2004 Biometric verification based on grip-pattern recognition
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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 × 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.
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Raymond N.J. Veldhuis, Raymond N.J. Veldhuis, Asker M. Bazen, Asker M. Bazen, Joost A. Kauffman, Joost A. Kauffman, Pieter Hartel, Pieter Hartel, } "Biometric verification based on grip-pattern recognition", Proc. SPIE 5306, Security, Steganography, and Watermarking of Multimedia Contents VI, (22 June 2004); doi: 10.1117/12.530967; https://doi.org/10.1117/12.530967
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