Image set classification based on cooperative sparse representation

作者：

Highlights：

• We extend the CoSR model to image set classification.

• We take two methods, namely `Learning Bases' and `Training Sets Division', to construct additional bases for bSR.

• We regard scene classification task as a member of image set classification and validate its reasonability.

摘要

Highlights•We extend the CoSR model to image set classification.•We take two methods, namely `Learning Bases' and `Training Sets Division', to construct additional bases for bSR.•We regard scene classification task as a member of image set classification and validate its reasonability.

论文关键词：Sparse representation,Image set classification,Dictionary learning,Scene classification

论文评审过程：Received 13 November 2015, Revised 13 May 2016, Accepted 25 September 2016, Available online 28 September 2016, Version of Record 19 October 2016.

论文官网地址：https://doi.org/10.1016/j.patcog.2016.09.043