MATLAB Implementation of OMP Algorithm for Sparse Representation

OMP Algorithm: Implementation of Matching Pursuit method that takes dictionary and image as inputs to compute sparse coefficients representing the image in the dictionary space, with detailed explanations and code insights.

KSVD Algorithm Implementation with OMP for Sparse Image Reconstruction

This implementation features KSVD with Orthogonal Matching Pursuit (OMP) algorithm for sparse reconstruction of natural images, enabling image reformulation and sparse coefficient identification through dictionary learning and sparse coding techniques.