Combining fractal and deterministic walkers for texture analysis and classification

作者：

Highlights：

• A texture analysis method based on fractal dimension and deterministic walkers is proposed.

• The walkers seek attractors into the image and they are used to estimate the fractal dimension descriptors.

• The fractal estimation is based on a special dilation operation, which combines the Euclidean distance and pixels intensity.

摘要

Highlights•A texture analysis method based on fractal dimension and deterministic walkers is proposed.•The walkers seek attractors into the image and they are used to estimate the fractal dimension descriptors.•The fractal estimation is based on a special dilation operation, which combines the Euclidean distance and pixels intensity.

论文关键词：Pattern recognition,Fractal dimension,Texture,Texture analysis,Deterministic walkers

论文评审过程：Received 18 July 2012, Revised 22 December 2012, Accepted 13 March 2013, Available online 30 March 2013.

论文官网地址：https://doi.org/10.1016/j.patcog.2013.03.012