• DocumentCode
    1883428
  • Title

    Low complexity side information for distributed compressed video coding

  • Author

    Baig, Yousuf ; Lai, Edmund M-K ; Amal, P.

  • Author_Institution
    Sch. of Eng. & Adv. Technol., Massey Univ., Palmerston North, New Zealand
  • fYear
    2012
  • fDate
    12-15 Aug. 2012
  • Firstpage
    436
  • Lastpage
    441
  • Abstract
    Distributed Video coding based on compressed sensing is considered in this paper. Side information plays an important role in the quality of decoded non-key video frames. Existing systems generate side information based on the decoded key frames and the processes are quite complicated, increasing the computation burden at the decoder. We propose a side information generation method that is founded on the high statistical correlation between compressed sensing measurements of key frames and non-key frames. The proposed technique is simple and simulation results show that better rate distortion performance can be obtained in comparison with motion compensated interpolation.
  • Keywords
    compressed sensing; decoding; statistical analysis; video coding; compressed sensing measurements; decoded nonkey video frames; distributed compressed video coding; high statistical correlation; low complexity side information; motion compensated interpolation; rate distortion performance; side information generation method; Complexity theory; Correlation; Decoding; Interpolation; Vectors; Video coding; Video sequences; Compressed Sensing; Distributed Video Coding; Side Information Generation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, Communication and Computing (ICSPCC), 2012 IEEE International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4673-2192-1
  • Type

    conf

  • DOI
    10.1109/ICSPCC.2012.6335688
  • Filename
    6335688