Semantic Activity Recognition

Conference object English OPEN
Thonnat , Monique;
  • Publisher: IOS Press
  • Subject: [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV] | [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI] | [ INFO.INFO-AI ] Computer Science [cs]/Artificial Intelligence [cs.AI] | [ INFO.INFO-CV ] Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]

International audience; Extracting automatically the semantics from visual data is a real challenge. We describe in this paper how recent work in cognitive vision leads to significative results in activity recognition for visualsurveillance and video monitoring. In part... View more
  • References (12)
    12 references, page 1 of 2

    [1] A. Avanzi, F. Bremond, C. Tornieri, and M. Thonnat, 'Design and assessment of an intelligent activity monitoring platform', EURASIP Journal on Applied Signal Processing, special issue in ”Advances in Intelligent Vision Systems: Methods and Applications”, 2005(14), 2359- 2374, (August 2005).

    [2] B. Boulay, F. Bremond, and M. Thonnat, 'Applying 3d human model in a posture recognition system', Pattern Recognition Letter, Special Issue on vision for Crime Detection and Prevention, 27(15), 1788-1796, (2006).

    [3] Florent Fusier, Valery Valentin, Franc¸ois Bremond, Monique Thonnat, Mark Bor g, David Thirde, and James Ferryman, 'Video understanding for complex activity recognition', Machine Vision and Applications Journal, 18, 167-188, (2007).

    [4] N. Maillot and M. Thonnat, 'Ontology based complex object recognition', Image and Vision Computing Journal, Special Issue on Cognitive Computer Vision, 26(1), 102-113, (2008).

    [5] V. Martin and M. Thonnat, 'Learning contextual variations for video segmentation', in The 6th International Conference on Vision Systems (ICVW08), Santorini, Greece, (2008).

    [6] G. Medioni, I. Cohen, F. Bre´mond, S. Hongeng, and G. Nevatia, 'Activity Analysis in Video', Pattern Analysis and Machine Intelligence PAMI, 23(8), 873-889, (2001).

    [7] N. Moenne-Loccoz, F. Bre´mond, and M. Thonnat, 'Recurrent bayesian network for the recognation of human behaviors from video', in Third International Conference On Computer Vision Systems (ICVS 2003), volume LNCS 2626, pp. 44-53, Graz, Austria, (2003). Springer.

    [8] A. Toshev, F. Bre´mond, and M. Thonnat, 'An a priori-based method for frequent composite event discovery in videos', in Proceedings of 2006 IEEE International Conference on Computer Vision Systems, New York USA, (January 2006).

    [9] V-T. Vu, F. Bre´mond, and M. Thonnat, 'Automatic video interpretation: A novel algorithm for temporal scenario recognition', in The Eighteenth International Joint Conference on Artificial Intelligence (IJCAI'03), Acapulco, Mexico, (2003).

    [10] V-T. Vu, F. Bre´mond, and M. Thonnat, 'Automatic video interpretation: A recognition algorithm for temporal scenarios based on pre-compiled scenario models', in The 3rd International Conference on Vision System (ICVS'03), Graz, Austria, (2003).

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