• DocumentCode
    1232267
  • Title

    Lossless Video Sequence Compression Using Adaptive Prediction

  • Author

    Li, Ying ; Sayood, Khalid

  • Author_Institution
    Dept. of Electr. Eng., Nebraska Univ., Lincoln, NE
  • Volume
    16
  • Issue
    4
  • fYear
    2007
  • fDate
    4/1/2007 12:00:00 AM
  • Firstpage
    997
  • Lastpage
    1007
  • Abstract
    We present an adaptive lossless video compression algorithm based on predictive coding. The proposed algorithm exploits temporal, spatial, and spectral redundancies in a backward adaptive fashion with extremely low side information. The computational complexity is further reduced by using a caching strategy. We also study the relationship between the operational domain for the coder (wavelet or spatial) and the amount of temporal and spatial redundancy in the sequence being encoded. Experimental results show that the proposed scheme provides significant improvements in compression efficiencies
  • Keywords
    adaptive codes; data compression; sequential codes; video coding; wavelet transforms; adaptive lossless video compression; adaptive prediction; caching strategy; lossless video sequence compression; predictive coding; sequential code; spatial redundancy; temporal redundancy; Degradation; Image coding; Motion compensation; Prediction algorithms; Redundancy; Video coding; Video compression; Video sequences; Wavelet domain; Wavelet transforms; Integer wavelet transform (IWT); lossless video coding; pixel prediction; Algorithms; Artifacts; Data Compression; Image Enhancement; Image Interpretation, Computer-Assisted; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2006.891336
  • Filename
    4130429