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An industrial video surveillance system for quality assurance of a manufactory assembly

Published: 23 June 2010 Publication History

Abstract

In this paper, we present the research achievements of a computer vision system that surveys the behavior of workers in an industrial environment. The proposed system applies weakly supervised learning algorithms able to detect objects, then to extract the behaviors of workers with respect to the predefined assembly construction for a task and adopts adaptation mechanisms able to dynamically modified the performance of a system with respect to the environmental changes. The proposed architecture has been tested on real-life applications.

Reference

[1]
Doulamis A. Doulamis N. 2003. Performance evaluation of Euclidean/correlation-based relevance feedback algorithms in content-based image retrieval systems. Proceedings of the 2003 International Conference on Image Processing (ICIP 2003), Spain, Sept 14--18, 2003 - Volume 1, pp. 737--74.

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  1. An industrial video surveillance system for quality assurance of a manufactory assembly

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      cover image ACM Other conferences
      PETRA '10: Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments
      June 2010
      452 pages
      ISBN:9781450300711
      DOI:10.1145/1839294
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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      Published: 23 June 2010

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      Author Tags

      1. behavior recognition
      2. object tracking and detection
      3. relevance feedback
      4. surveillance

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