LAP Lambert Academic Publishing
Sparse Signal Processing and Compressed Sensing Recovery
Product Code:
9783659762130
ISBN13:
9783659762130
Condition:
New
$66.85
$66.06
Sale 1%
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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