Modular Sparse Representation Based Classification Approach for Robust Face Recognition

In this paper, a new sparse representation based classification technique has been proposed, named modular sparse representation based classification (MSRC). The MSRC is using a block-wise strategy (modular approach) for the sparse representation based classification. The MSRC is based on dividing the face images into non overlapping blocks, which leads to possibility of use overcomplete data dictionary without applying any of data...