To reduce dependence of individual on facial expression recognition,control scale of recognition dictionary,increase recognition accuracy,propose a dictionary recognition construction method based on collaborative low-rank and hierarchical sparse representation. Effective separation the relevant characteristics of the individual to be identified by collaboration lowvrank and hierarchical sparse model( C-Hi SLR),keep expression variation characteristics,combined with label consist KSVD( LC-KSVD),to identify ...