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Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing

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Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing - Elad, Michael
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This book introduces sparse and redundant representations with a focus on applications in signal and image processing. It details mathematical modeling for signal sources along with how to use the model for tasks such as denoising, restoration and separation.

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Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing 2014, Springer, New York, NY

ISBN-13: 9781489982452

2010 edition

Trade paperback

Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing 2010, Springer, New York, NY

ISBN-13: 9781441970107

Hardcover