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Using Gabor filter for the illumination invariant recognition of color texture

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  • Al-Rawi, Mohammed
  • Yang, Jie

Abstract

We derive Gabor feature matrices that are used to recognize color texture independent of illumination changes. The feature depends on Gabor energy feature in which we derive a multi-band Gabor energy feature matrix. We also prove that two Gabor energy feature matrices such that represent two corresponding textures under different illumination are related by a linear transform. Experimental results show that the model is successful in recognizing color texture independent of the change in the spectral illuminations.

Suggested Citation

  • Al-Rawi, Mohammed & Yang, Jie, 2008. "Using Gabor filter for the illumination invariant recognition of color texture," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 77(5), pages 550-555.
    • Handle: RePEc:eee:matcom:v:77:y:2008:i:5:p:550-555
    DOI: 10.1016/j.matcom.2007.11.016
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