New PDF release: Sparse and Redundant Representations

By Michael Elad

This textbook introduces sparse and redundant representations with a spotlight on purposes in sign and picture processing. The theoretical and numerical foundations are tackled sooner than the purposes are mentioned. Mathematical modeling for sign assets is mentioned besides how you can use the correct version for projects similar to denoising, recovery, separation, interpolation and extrapolation, compression, sampling, research and synthesis, detection, acceptance, and extra. The presentation is classy and engaging.Sparse and Redundant Representations is meant for graduate scholars in utilized arithmetic and electric engineering, in addition to utilized mathematicians, engineers, and researchers who're energetic within the fields of sign and snapshot processing.

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Sparse and Redundant Representations by Michael Elad

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