EURASIP Journal on Applied Signal Processing
Volume 2005 (2005), Issue 14, Pages 2359-2374
doi:10.1155/ASP.2005.2359

Design and Assessment of an Intelligent Activity Monitoring Platform

1i-DTV Group, Bull SA, avenue Jean Jaurès, Les Clayes-Sous-Bois, 78340, France
2ORION Group, INRIA Sophia Antipolis, 2004 route des Lucioles, B.P. 93, Sophia Antipolis Cedex, 06902, France

Received 26 January 2004; Revised 25 January 2005

Copyright © 2005 Alberto Avanzi et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

We are interested in designing a reusable and robust activity monitoring platform. We propose three good properties that an activity monitoring platform should have to enable its reusability for different applications and to insure performance quality: (1) modularity and flexibility of the architecture, (2) separation between the algorithms and the a priori knowledge they use, and (3) automatic evaluation of algorithm results. We then propose a development methodology to fulfill the last two properties. The methodology consists in the interaction between end-users and developers during the whole development of a specific monitoring system. To validate our approach, we present a platform used to generate activity monitoring systems dedicated to specific applications, we also describe in details the technical validation and the end-user assessment of an automatic metro monitoring system built with the platform and briefly the validation results for bank agency monitoring and building access control.