Tzu-Chan Chuang

Hierarchical Structured Dictionary Learning for image categorization

A novel Hierarchical Structured Dictionary Learning (HSDL) algorithm is proposed in this paper. It aims to learn class-specific dictionaries for all classes simultaneously in a hierarchical structure. A discriminative term based on Fisher discrimination criterion is jointly considered for both the c…