Footstep recognition for a smart home environment

Vera Rodríguez, Rubén; Lewis, Richard P; Mason, John S D; Evans, Nicholas
IJSH, International Journal of Smart Home, Volume 2, N°2, April 2008

This paper reports some experiments which assess the potential use of a footstep biometric verification system for a smart home environment. We present a semi-automatic capture system and report results on a database with independent development and evaluation datasets comprised of more than 3500 footsteps collected from 55 persons. We present an optimisation of geometric and holistic feature extraction approaches. An equal error rate of 13% is obtained with holistic features classified with a support vector machine. The database is freely available to the research community.


Type:
Journal
Date:
2008-04-01
Department:
Sécurité numérique
Eurecom Ref:
2512
Copyright:
Copyright SERSC. Personal use of this material is permitted. The definitive version of this paper was published in IJSH, International Journal of Smart Home, Volume 2, N°2, April 2008 and is available at :

PERMALINK : https://www.eurecom.fr/publication/2512