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Design and Assessment of an Intelligent Activity Monitoring Platform

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.

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Correspondence to Alberto Avanzi.

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Open Access This article is distributed under the terms of the Creative Commons Attribution 2.0 International License ( https://creativecommons.org/licenses/by/2.0 ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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Avanzi, A., Brémond, F., Tornieri, C. et al. Design and Assessment of an Intelligent Activity Monitoring Platform. EURASIP J. Adv. Signal Process. 2005, 318538 (2005). https://doi.org/10.1155/ASP.2005.2359

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Keywords and phrases

  • intelligent vision platform
  • video surveillance
  • autonomous system
  • evaluation
  • generic platform