Robust face recognition via occlusion dictionary learning
作者:
Highlights:
• A partial occluded face recognition method was proposed based on structured sparse representation.
• A compact and generic occlusion dictionary was learned by adding mutual incoherence regularization.
• A fast algorithm was developed for the occlusion dictionary learning.
• Much better results have been achieved than current methods.
摘要
Highlights•A partial occluded face recognition method was proposed based on structured sparse representation.•A compact and generic occlusion dictionary was learned by adding mutual incoherence regularization.•A fast algorithm was developed for the occlusion dictionary learning.•Much better results have been achieved than current methods.
论文关键词:Face recognition,Occlusion dictionary learning,Mutual incoherence,Structured sparse representation
论文评审过程:Received 16 April 2013, Revised 10 October 2013, Accepted 16 October 2013, Available online 25 October 2013.
论文官网地址:https://doi.org/10.1016/j.patcog.2013.10.017