Texture descriptor combining fractal dimension and artificial crawlers

@article{Gonalves2013TextureDC,
  title={Texture descriptor combining fractal dimension and artificial crawlers},
  author={Wesley Nunes Gonçalves and Bruno Brandoli Machado and Odemir Martinez Bruno},
  journal={CoRR},
  year={2013},
  volume={abs/1311.5290}
}
Texture is an important visual attribute used to describe images. There are many methods available for texture analysis. However, they do not capture the details richness of the image surface. In this paper, we propose a new method to describe textures using the artificial crawler model. This model assumes that each agent can interact with the environment and each other. Since this swarm system alone does not achieve a good discrimination, we developed a new method to increase the… CONTINUE READING
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