• DocumentCode
    1136446
  • Title

    Prototype prediction for colour update in object-based analysis-synthesis coding

  • Author

    Wollborn, Michael

  • Author_Institution
    Inst. fur Theor. Nachrichtentech. und Inf., Hannover Univ., Germany
  • Volume
    4
  • Issue
    3
  • fYear
    1994
  • fDate
    6/1/1994 12:00:00 AM
  • Firstpage
    236
  • Lastpage
    245
  • Abstract
    In an object-based analysis-synthesis coder each image of an image sequence is subdivided into arbitrarily shaped moving objects. The objects are described by three parameter sets defining their motion, shape and colour, where the colour parameters denote the luminance and chrominance values of the object surface. In order to increase the efficiency of the coder, a predictive technique for the coding of colour parameters is presented using image pattern prototypes for prediction. The prototypes are extracted from previously coded images and identically stored at the coder and the decoder. They can be used for the prediction of the colour parameters of an object by applying a suitably defined mapping function. The prediction error is coded by an adaptive combination of DCT and intraframe DPCM. For the reconstruction of the colour parameters at the decoder the address of the image pattern prototype and the parameters of the mapping function have to be transmitted as side information. Prototype prediction is only applied, when its data rate is lower than that of an extended hybrid scheme. At a transmission data rate of 61 kbit/s prototype prediction increases the PSNR by 2 dB in the areas of colour update
  • Keywords
    codecs; filtering and prediction theory; image coding; image reconstruction; image sequences; motion estimation; parameter estimation; 64 kbit/s; DCT; adaptive combination; arbitrarily shaped moving objects; chrominance; coded images; colour update; efficiency; image pattern prototype; image pattern prototypes; image sequence; intraframe DPCM; luminance; mapping function; motion; object-based analysis-synthesis coder; object-based analysis-synthesis coding; prediction error; predictive technique; prototype prediction; reconstruction; shape; transmission data rate; Decoding; Discrete cosine transforms; Image analysis; Image coding; Image reconstruction; Image sequence analysis; Image sequences; PSNR; Prototypes; Shape;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems for Video Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1051-8215
  • Type

    jour

  • DOI
    10.1109/76.305869
  • Filename
    305869