• DocumentCode
    1176978
  • Title

    Color quantization of compressed video sequences

  • Author

    Cheung, Wan-Fung ; Chan, Yuk-Hee

  • Author_Institution
    Dept. of Electron. & Inf. Eng., Hong Kong Polytech. Univ., China
  • Volume
    13
  • Issue
    3
  • fYear
    2003
  • fDate
    3/1/2003 12:00:00 AM
  • Firstpage
    270
  • Lastpage
    276
  • Abstract
    This paper presents a novel color quantization algorithm for compressed video data. The proposed algorithm extracts discrete cosine (DC) transform coefficients and motion vectors of blocks in a shot to estimate a cumulative color histogram of the shot and, based on the estimated histogram, design a color palette for displaying the video sequence in the shot. It significantly reduces the complexity of the generation of a palette by effectively reducing the number of training vectors used in training a palette without sacrificing the quality. The palette obtained can provide a good display quality even if zooming and panning exist in a shot. The experimental results show that the proposed method can achieve a significant signal-to-noise ratio improvement as compared with conventional video color-quantization schemes when zooming and panning are encountered in a shot.
  • Keywords
    data compression; discrete cosine transforms; image coding; image colour analysis; image motion analysis; image sequences; quantisation (signal); transform coding; color palette design; color quantization algorithm; compressed video data; compressed video sequences; cumulative color histogram; discrete cosine transform coefficients; display quality; estimated histogram; motion vectors; palette generation complexity reduction; panning; signal-to-noise ratio; training vectors; video color-quantization; zooming; Algorithm design and analysis; Color; Data mining; Discrete transforms; Displays; Histograms; Motion estimation; Quantization; Video compression; Video sequences;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems for Video Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1051-8215
  • Type

    jour

  • DOI
    10.1109/TCSVT.2003.809831
  • Filename
    1193043