Improving the descriptors extracted from the co-occurrence matrix using preprocessing approaches

作者：

Highlights：

• Investigate the effect of different preprocessing techniques.

• Compare and combine different strategies for extracting descriptors from co-occurrence matrix.

• Co-occurrence matrix is studied and evaluated at multiple scales.

• Ensemble of different preprocessing methods is proposed.

摘要

•Investigate the effect of different preprocessing techniques.•Compare and combine different strategies for extracting descriptors from co-occurrence matrix.•Co-occurrence matrix is studied and evaluated at multiple scales.•Ensemble of different preprocessing methods is proposed.

论文关键词：Co-occurrence matrix,Texture descriptors,Preprocessing,Local approaches,Multi-scale

论文评审过程：Received 13 March 2014, Revised 13 July 2015, Accepted 24 July 2015, Available online 30 July 2015, Version of Record 29 August 2015.

论文官网地址：https://doi.org/10.1016/j.eswa.2015.07.055