KSVD Decomposition: Dictionary Learning Algorithm for Sparse Representation

KSVD is a dictionary learning algorithm for sparse representation, where the name derives from K iterations of the algorithm, with each iteration utilizing SVD decomposition to update the dictionary atoms.