Corrupted and occluded face recognition via cooperative sparse representation

作者：

Highlights：

• It is the first time to explore to compensate the general SR for face recognition.

• We explore the complementary between fSR and bSR for face recognition.

• We propose two methods robust to corruption in faces, to expand the bases of bSR.

• The CoSR is introduced into face recognition, obtaining very competitive performance.

摘要

Highlights•It is the first time to explore to compensate the general SR for face recognition.•We explore the complementary between fSR and bSR for face recognition.•We propose two methods robust to corruption in faces, to expand the bases of bSR.•The CoSR is introduced into face recognition, obtaining very competitive performance.

论文关键词：Face recognition,Cooperative sparse representation,Recognition rate,Time consumption

论文评审过程：Received 11 June 2014, Revised 14 December 2015, Accepted 19 February 2016, Available online 27 February 2016, Version of Record 12 April 2016.

论文官网地址：https://doi.org/10.1016/j.patcog.2016.02.016