• DocumentCode
    3439901
  • Title

    Spherical coordinates framed RGB color space dichromatic reflection model based image segmentation: Application to wildland fires´ outlines extraction

  • Author

    Amarger, V. ; Ramik, Dominik Maximilian ; Sabourin, Christophe ; Madani, Kurash ; Moreno, R. ; Rossi, L. ; Grana, Manuel

  • Author_Institution
    Signals, Images, & Intell. Syst. Lab., Univ. Paris-Est Creteil (UPEC), Lieusaint, France
  • fYear
    2012
  • fDate
    15-18 Oct. 2012
  • Firstpage
    19
  • Lastpage
    24
  • Abstract
    Wildland fires represent a major risk for many countries over the world. For efficient fire fighting, the modeling and prediction of fire front propagation is a curial need. However, wildland fires´ involves complex dynamics and mathematical modelling of such complex systems needs reliable information extraction from real situations, which is far from being a trivial task. Artificial Vision and Image Processing offer appealing potential toward reliable extraction of required information. In this paper we focus on flames´ and fires´ segmentation, dealing with the above-stated already open problem. The segmentation approach that we propose is based on dichromatic reflection model reformulated on a spherical interpretation of the RGB color space.
  • Keywords
    computer vision; environmental science computing; image colour analysis; image segmentation; wildfires; RGB color space dichromatic reflection model; RGB color space spherical interpretation; artificial vision; fire fighting; fire front propagation modeling; fire front propagation prediction; fire segregation; flame segregation; image processing; image segmentation; red-green-blue color model; wildland fire outline extraction; Combustion; Fires; Image color analysis; Image segmentation; Laboratories; Reflection; Vectors; Dichromatic Reflection Model; RGB color space; Salient vision; Segmentation; Spherical; Wildland fires;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing Theory, Tools and Applications (IPTA), 2012 3rd International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    2154-5111
  • Print_ISBN
    978-1-4673-2585-1
  • Type

    conf

  • DOI
    10.1109/IPTA.2012.6469529
  • Filename
    6469529