Effective texture classification by texton encoding induced statistical features

作者：

Highlights：

• A regularized least square based texton learning method is developed.

• A fast two-step texton encoding method is proposed to encode the texture feature.

• Two types of histogram features are defined and fused for classification.

摘要

Highlights•A regularized least square based texton learning method is developed.•A fast two-step texton encoding method is proposed to encode the texture feature.•Two types of histogram features are defined and fused for classification.

论文关键词：Texture classification,Texton learning,Texture feature extraction,Sparse representation

论文评审过程：Received 7 April 2014, Revised 16 July 2014, Accepted 13 August 2014, Available online 24 August 2014.

论文官网地址：https://doi.org/10.1016/j.patcog.2014.08.014