• DocumentCode
    1630371
  • Title

    Illumination Invariant Color Model for Image Matching and Object Recognition

  • Author

    Ng, Hui-Fuang ; Chu, Yen-Wei

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Asia Univ., Wufeng
  • Volume
    1
  • fYear
    2008
  • Firstpage
    95
  • Lastpage
    99
  • Abstract
    In this paper we present a new illumination invariant color model for image matching and object recognition. The color model is defined as the ratios of the color differences between neighboring pixels for each color component. Based on the dichromatic reflection color model, it is shown that the proposed color model is invariant to lighting geometry, illumination color, specularity, and diffuse lighting. Experimental results show robust image matching and recognition of using the new color model on objects that are illuminated under different illumination colors and lighting geometry.
  • Keywords
    image colour analysis; image matching; object recognition; dichromatic reflection color model; illumination invariant color model; image matching; lighting geometry; object recognition; Asia; Fresnel reflection; Geometry; Histograms; Image matching; Lighting; Object recognition; Optical reflection; Robustness; Solid modeling; color model; illumination invariant; image matching; object recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Applications, 2008. ISDA '08. Eighth International Conference on
  • Conference_Location
    Kaohsiung
  • Print_ISBN
    978-0-7695-3382-7
  • Type

    conf

  • DOI
    10.1109/ISDA.2008.60
  • Filename
    4696185