Tuyển tập báo cáo các nghiên cứu khoa học quốc tế ngành hóa học dành cho các bạn yêu hóa học tham khảo đề tài: Design and Assessment of an Intelligent Activity Monitoring Platform | EURASIP Journal on Applied Signal Processing 2005 14 2359-2374 2005 Alberto Avanzi et al. Design and Assessment of an Intelligent Activity Monitoring Platform Alberto Avanzi i-DTV Group Bull SA avenue Jean Jaures 78340 Les Clayes-Sous-Bois France Email Francois Bremond ORION Group INRIA Sophia Antipolis 2004 route des Lucioles . 93 06902 Sophia Antipolis Cedex France Email Christophe Tornieri ORION Group INRIA Sophia Antipolis 2004 route des Lucioles . 93 06902 Sophia Antipolis Cedex France Email Monique Thonnat ORION Group INRIA Sophia Antipolis 2004 route des Lucioles . 93 06902 Sophia Antipolis Cedex France Email Received 26 January 2004 Revised 25 January 2005 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. Keywords and phrases intelligent vision platform video surveillance autonomous system evaluation generic platform. 1. INTRODUCTION The task of developing algorithms able to recognize
