• DocumentCode
    1563585
  • Title

    Image sequence coding using interframe VDPCM and motion compensation

  • Author

    Thyagarajan, K.S. ; Sanchez, Harry

  • Author_Institution
    Dept. of Electr. & Comput. Eng., San Diego State Univ., CA, USA
  • fYear
    1989
  • Firstpage
    1858
  • Abstract
    The techniques of motion detection, interframe linear block prediction and vector quantization have been incorporated into a scheme for encoding monochrome image sequences displaying moderate motion. Data transmission rate reduction is accomplished by identifying and processing only those regions of the image that exhibit noticeable changes between successive frames, by estimating the magnitude of the change through linear block prediction, and by vector quantization of the residuals of linear prediction. A motion-compensated vector DPCM (differential pulse code modulation) system has been designed to incorporate the above mentioned techniques. High compression rates with acceptable visual quality are obtained using robust codebooks based on a mean-squared-error criterion as well as using a perceptually meaningful classification method. Encoding rates under 50 kb/s have been obtained at acceptable visual activity. An edge/shade classification scheme that yields either better quality or lower bit rate has been incorporated
  • Keywords
    data compression; encoding; filtering and prediction theory; picture processing; pulse-code modulation; 50 kbit/s; differential pulse code modulation; edge/shade classification scheme; encoding; image coding; interframe VDPCM; interframe linear block prediction; mean-squared-error criterion; monochrome image sequences; motion compensation; motion detection; motion-compensated vector DPCM; perceptually meaningful classification method; robust codebooks; vector quantization; visual quality; Bit rate; Data communication; Encoding; Image coding; Image sequences; Modulation coding; Motion detection; Pulse modulation; Robustness; Vector quantization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1989. ICASSP-89., 1989 International Conference on
  • Conference_Location
    Glasgow
  • ISSN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.1989.266815
  • Filename
    266815