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LAP Lambert Academic Publishing

Sparse Signal Processing and Compressed Sensing Recovery

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Product Code: 9783659762130
ISBN13: 9783659762130
Condition: New
$66.85
$66.06
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Sparse Signal Processing and Compressed Sensing Recovery

$66.85
$66.06
Sale 1%
 
The presented work revolves around sparsity. It contributes to dictionary training for sparse representation with a new algorithm and analysis. It showcases the usability of trained dictionary in image processing problems. It demonstrates a new framework for image recovery (inpainting and denoising) using sparse representation. In the end, it proposes an extension of the well-known sparse signal recovery algorithm, Orthogonal Matching Pursuit (OMP) for compressed sensing. It also provides a complete analysis of the proposed extension, and its theoretical guarantees.


Author: Sahoo Sujit Kumar
Publisher: LAP Lambert Academic Publishing
Publication Date: Jul 22, 2015
Number of Pages: 136 pages
Binding: Paperback or Softback
ISBN-10: 365976213X
ISBN-13: 9783659762130
 

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