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Heterogeneous Sensors Data Fusion Issues for Harbour Security

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Harbour Protection Through Data Fusion Technologies

Abstract

Nowadays security has globally become a critical issue, especially within communication, transportation, social and business activities key places. As they were in the past, harbours surely are key points for sea towns, significantly contributing to their life but also creating many safety problems. Multi-sensor video processing has a very important role in surveillance. Research in the field of multi-sensor processing for situation assessment and decision support is strictly connected with data fusion aspects. In this work, pros and cons, issues and research open points are explored in this field. The chapter describes how state of the art research faces these problems, to go deeper in the details of the video processing methodologies and solutions to problems of multi-camera tracking, joint calibration and positioning; are also concerned problems of heterogeneous sensors data fusion with the description of a radio/video localization system.

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References

  1. Garnier B, “MAP: a new paradigm for costal surveillance and harbour protection”, UDT Asia 2003.

    Google Scholar 

  2. “Coastal underwater surveillance and harbour protection”, UDT Asia 2003.

    Google Scholar 

  3. Donald JB, “Multi-sensor harbour defence system (M-SHARD)”, UDT Asia 2003.

    Google Scholar 

  4. Safe Barrier International LT web site, http://www.safebarrier.com.

  5. Varshney PK, “Multisensor data fusion”, Electronic and Communication Engineering Journal, Vol. 9(6), pp. 245–253, 1997.

    Article  Google Scholar 

  6. Kettnaker V, Zabih R, “Bayesian multi-camera surveillance”, IEEE CVPR, pp. 253–259, 1999.

    Google Scholar 

  7. Regazzoni C et al., “Distributed data fusion for real-time crowding estimation”, Signal Processing 53, pp. 47–63, 1996.

    Article  MATH  Google Scholar 

  8. Hyder AK et al., Multisensor Fusion, NATO ARW on Multisensor Data Fusion, Scotland, June, 2000.

    Google Scholar 

  9. Steinberg AN et al., Revisions to the JDL Data Fusion Model, NATO IRIS Conference Proceedings, Quebec Canada, Oct. 1998.

    Google Scholar 

  10. Hall D et al., “An introduction to multisensor data fusion”, IEEE Proceedings, Vol. 85(1), pp. 6–23, Jan. 1997.

    Article  Google Scholar 

  11. Liggins ME et al., “Distributed fusion architectures and algorithms for target tracking”, Proceedings of the IEEE, Vol. 85(1), pp. 95–107, Jan. 1997.

    Article  Google Scholar 

  12. Tsai RY, “A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV cameras and lenses”, IEEE JRA, Vol. RA-3(4),Aug. 1987, pp. 323–344.

    Google Scholar 

  13. Piva S et al., “A Multi-Feature Object Association Framework for Overlapped Field of View Multi-Camera Video Surveillance Systems”, IEEE AVSS 2005, Italy, Sept. 2005

    Google Scholar 

  14. Waltz E and Llinas J, “Multisensor data fusion”, ISBN 0-89006-277-3, 1990 Artech House, Norwood, MA.

    Google Scholar 

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© 2009 Springer Science + Business Media B.V.

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Piva, S., Gandetto, M., Singh, R., Regazzoni, C.S. (2009). Heterogeneous Sensors Data Fusion Issues for Harbour Security. In: Shahbazian, E., Rogova, G., DeWeert, M.J. (eds) Harbour Protection Through Data Fusion Technologies. NATO Science for Peace and Security Series C: Environmental Security. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-8883-4_28

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  • DOI: https://doi.org/10.1007/978-1-4020-8883-4_28

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-1-4020-8882-7

  • Online ISBN: 978-1-4020-8883-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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