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Sparse Signal Processing and Compressed Sensing Recovery by Sahoo Sujit Kumar
Sparse Signal Processing and Compressed Sensing Recovery by Sahoo Sujit Kumar
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Sparse Signal Processing and Compressed Sensing Recovery

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$162.00
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Description

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.
Release date NZ
July 22nd, 2015
Audience
  • General (US: Trade)
Pages
136
Dimensions
152x229x8
ISBN-13
9783659762130
Product ID
23872133

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