Fractal descriptors based on the probability dimension: a texture analysis and classification approach

@article{Florindo2014FractalDB,
  title={Fractal descriptors based on the probability dimension: a texture analysis and classification approach},
  author={Jo{\~a}o Batista Florindo and Odemir Martinez Bruno},
  journal={Pattern Recognition Letters},
  year={2014},
  volume={42},
  pages={107-114}
}
In this work, we propose a novel technique for obtaining descriptors of gray-level texture images. The descriptors are provided by applying a multiscale transform to the fractal dimension of the image estimated through the probability (Voss) method. The effectiveness of the descriptors is verified in a classification task using benchmark over texture datasets. The results obtained demonstrate the efficiency of the proposed method as a tool for the description and discrimination of texture… CONTINUE READING