• Anglický jazyk

Sparse Signal Processing and Compressed Sensing Recovery

Autor: Sujit Kumar Sahoo

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... Viac o knihe

Na objednávku, dodanie 2-4 týždne

57.33 €

bežná cena: 63.70 €

O knihe

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.

  • Vydavateľstvo: LAP LAMBERT Academic Publishing
  • Rok vydania: 2015
  • Formát: Paperback
  • Rozmer: 220 x 150 mm
  • Jazyk: Anglický jazyk
  • ISBN: 9783659762130

Generuje redakčný systém BUXUS CMS spoločnosti ui42.