Computational Perceptual Features for Texture Representation and Retrieval

@article{Abbadeni2011ComputationalPF,
  title={Computational Perceptual Features for Texture Representation and Retrieval},
  author={Noureddine Abbadeni},
  journal={IEEE Transactions on Image Processing},
  year={2011},
  volume={20},
  pages={236-246}
}
A perception-based approach to content-based image representation and retrieval is proposed in this paper. We consider textured images and propose to model their textural content by a set of features having a perceptual meaning and their application to content-based image retrieval. We present a new method to estimate a set of perceptual textural features, namely coarseness, directionality, contrast, and busyness. The proposed computational measures can be based upon two representations: the… CONTINUE READING
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