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

12/25/2014
by   João Batista Florindo, et al.
0

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 images.

READ FULL TEXT

Please sign up or login with your details

Forgot password? Click here to reset