Perception granular computing in visual haze-free task

作者：

Highlights：

• Multi-scale layered model for Grc from feature abstraction to classification.

• Develops a new focus for deep learning by introducing fuzzy logic.

• An effective approach is proposed by integrating fuzzy logical designing and PSVM.

• We report a promising results of our approach in the task of haze-free.

摘要

•Multi-scale layered model for Grc from feature abstraction to classification.•Develops a new focus for deep learning by introducing fuzzy logic.•An effective approach is proposed by integrating fuzzy logical designing and PSVM.•We report a promising results of our approach in the task of haze-free.

论文关键词：Granular computing,Leveled granular system,Fuzzy logic,Machine learning,Haze free,Brain-like computer

论文评审过程：Available online 20 November 2013.

论文官网地址：https://doi.org/10.1016/j.eswa.2013.11.006