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A new compressed sensing algorithm design based on wavelet frame and dictionary

  • Laiwu Vocational and Technical College
  • Harbin Institute of Technology

Research output: Contribution to journalArticlepeer-review

Abstract

Compressed sensing has been paid a lot of attention for its contribution for image restoration, image reconstruction and image representation. Two most common research orientations are the basic theory research and the application research respectively. A novel design for compressed sensing frame based on the wavelet frame and dictionary is proposed in this paper. It belongs to the basic theory research and the good performance in the experiments show its efficiency.

Original languageEnglish
Pages (from-to)234-241
Number of pages8
JournalJournal of Information Hiding and Multimedia Signal Processing
Volume5
Issue number2
StatePublished - Apr 2014
Externally publishedYes

Keywords

  • Compressed sensing
  • Dictionary
  • Sparse representation
  • Wavelet frame

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