Texture Analysis And Characterization Using Probability Fractal Descriptors

@article{Florindo2012TextureAA,
  title={Texture Analysis And Characterization Using Probability Fractal Descriptors},
  author={Jo{\~a}o Batista Florindo and Odemir Martinez Bruno},
  journal={CoRR},
  year={2012},
  volume={abs/1205.2821}
}
A gray-level image texture descriptors based on fractal dimension estimation is proposed in this work. The proposed method estimates the fractal dimension using probability (Voss) method. The descriptors are computed applying a multiscale transform to the fractal dimension curves of the texture image. The proposed texture descriptor method is evaluated in a classification task of well known benchmark texture datasets. The results show the great performance of the proposed method as a tool for… CONTINUE READING