• DocumentCode
    3089622
  • Title

    Image coding using Dual Tree Complex Wavelet Transform

  • Author

    Gawali, R.G. ; Kulkarni, Charudatta V.

  • Author_Institution
    Dept. of Electron. & Telecommun., MIT Coll. of Eng., Pune, India
  • fYear
    2012
  • fDate
    4-7 Dec. 2012
  • Firstpage
    197
  • Lastpage
    202
  • Abstract
    In this paper, we propose Dual Tree Complex Wavelet Transform for image coding, so here we verify how the projection properties of the DT-CWT can be exploited to concentrate signal energy in a few wavelet coefficients greater than a given threshold, while maintaining image reconstruction quality. These non-zero coefficients are forced to compensate using an iterative transform projection loop with error feedback. Also, experiment with different thresholding and error gain strategies, here we use IP-NS system (Iterative projection based noise shaping system). The benefits of applying IP-NS to DT-CWT signals to provide preliminary or simulation results & develop a new and unique system for achieving these transform coding aims of coefficient elimination and compensation. The system is based on iterative projection of signals between the image domain and transform domain.
  • Keywords
    image coding; image reconstruction; iterative methods; wavelet transforms; DT-CWT; IP-NS system; Iterative projection based noise shaping system; dual tree complex wavelet transform; error feedback; image coding; image domain; image reconstruction quality; iterative transform projection loop; nonzero coefficients; signal energy; transform coding; transform domain; wavelet coefficients; Decision support systems; Hybrid intelligent systems; DWT Image coding; Dual Tree Complex Wavelet Transform; Iterative Projection; Noise shaping PSNR;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Hybrid Intelligent Systems (HIS), 2012 12th International Conference on
  • Conference_Location
    Pune
  • Print_ISBN
    978-1-4673-5114-0
  • Type

    conf

  • DOI
    10.1109/HIS.2012.6421333
  • Filename
    6421333