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Hue Modeling for Object Tracking in Multiple Non-overlapping Cameras

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Book cover Multi-disciplinary Trends in Artificial Intelligence (MIWAI 2013)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8271))

Abstract

Images collected through CCTV can be expressed using an RGB color channel. As a result, studies on object tracking using a color histogram consisting of an RGB color channel are currently underway. However, the color histogram of the same object may be displayed differently in different cameras when installed under variable lighting conditions. Under such an environment, object tracking using a color histogram cannot be applied. To resolve this problem, we propose the use of hue modeling to find the same object in multiple non-overlapping cameras located at different physical sites.

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References

  1. Porikli, F.: Inter-Camera Color Calibration by Correlation Model Function. In: IEEE Int. Conf. on Image Processing (2003)

    Google Scholar 

  2. Javed, O., Shafique, K., Shah, M.: Appearance Modeling for Tracking in Multiple Non-overlapping Cameras. In: CVPR, vol. 2, pp. 26–33 (2005)

    Google Scholar 

  3. Prosser, B., Gong, S., Xiang, T.: Multi-camera Matching using Bi-Directional Cumulative Brightness Transfer Function. In: British Machine Vision Conference (BMVC) (2008)

    Google Scholar 

  4. Adventures in HSV Space, http://www.buena.com/article.html

  5. Foley, van Dam, Fiener, Hughes: Computer Graphics. Addison-Wesley (1997)

    Google Scholar 

  6. Fairchild, M.D.: Color Appearance Models. Addison-Wesley (1997)

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  7. Stone, M.C.: A survey of color for computer graphics, in Proc. Ann. In: Conf. Special Interest Group on Graphics and Interactive Techniques (2001)

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© 2013 Springer-Verlag Berlin Heidelberg

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Han, M., Kim, I. (2013). Hue Modeling for Object Tracking in Multiple Non-overlapping Cameras. In: Ramanna, S., Lingras, P., Sombattheera, C., Krishna, A. (eds) Multi-disciplinary Trends in Artificial Intelligence. MIWAI 2013. Lecture Notes in Computer Science(), vol 8271. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-44949-9_7

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  • DOI: https://doi.org/10.1007/978-3-642-44949-9_7

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-44948-2

  • Online ISBN: 978-3-642-44949-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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