Weighted group sparse representation for undersampled face recognition ?
We consider face recognition with insufficient training samples. A new weighted mixed-norm regularizer is proposed. We integrate data locality into group sparse representation in a unified formulation. We consider the similarity between the query image and each class.
group sparse sparse representation face recognition locality-constraint