Illumination Invariant Texture Retrieval

  • Authors:

  • Michal Haindl;Pavel Vacha

  • Affiliations:

  • Academy of Sciences CR, 182 08 Prague, Czech Republic;Academy of Sciences CR, 182 08 Prague, Czech Republic

  • Venue:
  • ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 03
  • Year:
  • 2006

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Abstract

Two fast illumination invariant image retrieval methods for scenes comprising textured objects with variable illumination are introduced. Both methods are based on texture gradient modelled by efficient set of random field models. We developed the illumination insensitive measures for textured images representation and compared them favorably with steerable pyramid and Gabor features in the illumination invariant BTF texture recognition.