Comparison of feature selection schemes for color texture classification

@article{Porebski2010ComparisonOF,
  title={Comparison of feature selection schemes for color texture classification},
  author={Alice Porebski and Nicolas Vandenbroucke and Ludovic Macaire},
  journal={2010 2nd International Conference on Image Processing Theory, Tools and Applications},
  year={2010},
  pages={32-37}
}
In this paper, we propose to compare the performances of two sequential feature selection schemes used for supervised color texture classification. We focus this study on the sequential forward selection (SFS) scheme and the more complex sequential forward floating selection (SFFS) scheme which avoids the “nesting effect”. These schemes retain Haralick features extracted from chromatic co-occurrence matrices of images coded in different color spaces. We experimentally study the contribution of… CONTINUE READING

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