Fuzzy aura matrices for texture classification

作者：

Highlights：

• To characterize texture images, we extend the aura concepts to the fuzzy framework.

• We define fuzzy aura sets and measures to describe textures by fuzzy aura matrices.

• Fuzzy aura measures can use spatially variant neighborhoods.

• Such adaptivity is interesting to classify both gray-level and color texture images.

摘要

Highlights•To characterize texture images, we extend the aura concepts to the fuzzy framework.•We define fuzzy aura sets and measures to describe textures by fuzzy aura matrices.•Fuzzy aura measures can use spatially variant neighborhoods.•Such adaptivity is interesting to classify both gray-level and color texture images.

论文关键词：Fuzzy aura set,Fuzzy aura matrix,Texture classification,Spatially variant neighborhood

论文评审过程：Received 18 December 2014, Revised 12 September 2015, Accepted 3 December 2015, Available online 14 December 2015, Version of Record 8 February 2016.

论文官网地址：https://doi.org/10.1016/j.patcog.2015.12.001