• DocumentCode
    1524603
  • Title

    A resolution and frame-rate scalable subband/wavelet video coder

  • Author

    Woods, John W. ; Lilienfield, Gary

  • Author_Institution
    Dept. of Electr. Comput. & Syst. Eng., Rensselaer Polytech. Inst., Troy, NY, USA
  • Volume
    11
  • Issue
    9
  • fYear
    2001
  • fDate
    9/1/2001 12:00:00 AM
  • Firstpage
    1035
  • Lastpage
    1044
  • Abstract
    A source coding algorithm is presented which delivers a spatiotemporal scalable encoded bitstream. Motion compensated temporal filtering is combined with a spatial subband/wavelet pyramid to provide an efficient 3-D multiresolution representation. Error-feedback hierarchical coding permits near-optimal results for each subvideo. The proposed ordering of refinement addresses the noncommutative property of motion compensated temporal filtering and spatial subband/wavelet analysis. Finally, adaptive conditional arithmetic coding of quantizer significance maps increases coding efficiency. Experimental results demonstrate a significant improvement in performance over earlier published algorithms. The code-and-refine nature of our hierarchical algorithm makes it possible to use the algorithm as a scalable extension to other source coding algorithms. Finally, the complexity of the algorithm is modest and is well suited to parallel implementation
  • Keywords
    adaptive codes; arithmetic codes; computational complexity; data compression; feedback; image representation; image resolution; motion compensation; parallel algorithms; quantisation (signal); source coding; transform coding; video coding; wavelet transforms; 3D multiresolution representation; adaptive conditional arithmetic coding; algorithms complexity; coding efficiency; error-feedback hierarchical coding; frame-rate scalable subband coder; hierarchical algorithm; motion compensated temporal filtering; noncommutative property; parallel implementation; quantizer significance maps; refinement address ordering; resolution scalable coding; source coding algorithm; spatial subband/wavelet analysis; spatial subband/wavelet pyramid; spatiotemporal scalable encoded bitstream; wavelet video coder; Decoding; Filtering; High definition video; Image coding; Multimedia databases; Scalability; Spatial resolution; Streaming media; Videoconference; Wavelet analysis;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems for Video Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1051-8215
  • Type

    jour

  • DOI
    10.1109/76.946520
  • Filename
    946520