A new fuzzy segmentation approach based on S-FCM type 2 using LBP-GCO features

@article{Tlig2012ANF,
  title={A new fuzzy segmentation approach based on S-FCM type 2 using LBP-GCO features},
  author={Lotfi Tlig and Mounir Sayadi and Farhat Fnaiech},
  journal={Sig. Proc.: Image Comm.},
  year={2012},
  volume={27},
  pages={694-708}
}
Gabor filtering is a widely applied approach for texture analysis. This technique shows a strong dependence on certain number of parameters. Unfortunately, each variation of values of any parameter may affect the texture characterization performance. Moreover, Gabor filters are unable to extract micro-texture features which also have a negative effect on the clustering task. This paper, deals with a new descriptor which avoids the drawbacks mentioned above. The novel texture descriptor combines… CONTINUE READING
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