Improving Sparse Representation-Based Classification Using Local Principal Component Analysis

Chelsea Weaver, Naoki Saito

Sparse representation-based classification (SRC), proposed by Wright et al., seeks the sparsest decomposition of a test sample over the dictionary of training samples, with classif…