Sparse, Collaborative, or Nonnegative Representation: Which Helps Pattern Classification?

Jun Xu, Wangpeng An, Lei Zhang +1

The use of sparse representation (SR) and collaborative representation (CR) for pattern classification has been widely studied in tasks such as face recognition and object categori…