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Meaning Extraction from the Analysis of Video-Registrations of Human Movements

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Emergence in Complex, Cognitive, Social, and Biological Systems

Abstract

The human skill of giving a meaning to perceived movements attracted the interest of many researchers aiming to reproduce such an ability through artificial systems. Their general goal was to design artificial devices able to monitor an environment and to recognize actions or behaviours occurring within it. Some proposals and implementations were based only on a typical engineering approach and tried to discover more and more powerful techniques for action recognition, engaging in the research of the best possible methods to detect suitable image features. Often underlying these techniques there is the requirement of existence of individual properties that can be extracted from each frame of an image sequence. These approaches accomplish the motion understanding by recognizing a sequence of static configurations.

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References

  • Bernstein, N., 1967, The coordination and regulation of movements. Pergamon Press, London.

    Google Scholar 

  • Blake, A., and Isard, M., 2000, Active Contours. Springer, Berlin.

    Google Scholar 

  • Bobick, A.,and Ivanov. Y., 1998, Action recognition using probabilistic parsing. mit. Edu /pub/ techreports/ TR449.ps.Z.

    Google Scholar 

  • Bobick, A F., and Davis, J. W. 1996, An appearance-based representation of action. Technical Report 369, M.I.T.

    Google Scholar 

  • Brand, M., 2000, SIGGRAPH Proceedings 2000 (in press).

    Google Scholar 

  • Buelthoff, H. H., and Edelman, S., 1992, Proc. Nat. Acad. Sci. 89: 60–64.

    Article  Google Scholar 

  • Dittrich, W. H., 1993, Action categories and the perception of biological motion. Perception 22(1): 15–22.

    Article  MathSciNet  Google Scholar 

  • Emering, L., Boulic, R., Balcisay, S., and Tholmann, D., 1997, Multi-level modelling and recognition of human actions involving full body. First ACM Conf. On Autonomous Agents, Los Angeles. pp. 504–510, ligwww.epfl.ch/emering.html.

    Google Scholar 

  • Essa, I. A, and Pentland, A. 1997, IEEE trans. PAMI 10: 757–763.

    Article  Google Scholar 

  • Giese, M. A. and Poggio, T., 2001, Learning based representation of complex movements patterns. www.ai.mit.edu.

    Google Scholar 

  • Goncalves, L., Di Bernardo, E., Ursella, E., and Perona P., 1995, Monocular tracking of the human arm in 3D. ICCV.

    Google Scholar 

  • Gyulai, E., 2000, Attribution of meaning from movement of simple objects. Perceptual and Motor skills (2): 27–35.

    Article  Google Scholar 

  • Logothetis, N. K., Pauls, J., and Poggio, T., 1995, Curr. Biol. 5: 552–563.

    Article  Google Scholar 

  • Johansson, G., Hofsten, C., and Jansson, G., 1980, Event Perception. Annual Review of Psychology 31: 27–63.

    Article  Google Scholar 

  • Runeson, S., 1994, Perception of biological movement: the KDS princple and the implementation of a Distal versus Proximal approach. In Perceiving events and object (G.Jansson and W. Epstein, eds.), Erlbaum, Hillsdale, New Jersey, pp. 383–405.

    Google Scholar 

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© 2002 Springer Science+Business Media New York

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Penna, M.P., Zandonà, D., Montesanto, A., Bonfiglio, N.S. (2002). Meaning Extraction from the Analysis of Video-Registrations of Human Movements. In: Minati, G., Pessa, E. (eds) Emergence in Complex, Cognitive, Social, and Biological Systems. Springer, Boston, MA. https://doi.org/10.1007/978-1-4615-0753-6_20

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  • DOI: https://doi.org/10.1007/978-1-4615-0753-6_20

  • Publisher Name: Springer, Boston, MA

  • Print ISBN: 978-1-4613-5224-2

  • Online ISBN: 978-1-4615-0753-6

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