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A MATLAB library for sparse representation problems
:sparkles: A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
Learn atoms of a sparse dictionary using the iterative K-SVD algorithm, written in Python.
A simple example to show inpainting missing columns or rows of a down-sampled OCT image through K-SVD dictionary learning and sparse representation methods.
Practices of image deblurring, image inpainting, and image classification.
Learn an Sparse dictionary of 8 x 8 patches using an algorithm similar to K-SVD