Nonlinear Characterisation of Fronto-Normal Gait for Human Recognition.

Autor: Lee, T. K. M., Belkhatir, Mohammed, Lee, P. A., Sanei, S.
Zdroj: Advances in Multimedia Information Processing - PCM 2008; 2008, p466-475, 10p
Abstrakt: We present a novel analysis of multimedia data that is useful in human computer interfacing. By analyzing the video content of humans walking towards a camera, we establish the nonlinear nature of fronto-normal human gait which motivates the use of nonlinear dynamical analysis used in chaos theory to analyze human gait. In doing so, we obtain features that may be used as a biometric which can be used for automatic identification of humans using computers. We apply this in a multi-biometric experiment to demonstrate its effectiveness. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index