• DocumentCode
    1213854
  • Title

    A very low bit rate video coder based on vector quantization

  • Author

    Real, Luis Corte ; Alves, Artur Pimenta

  • Author_Institution
    Dept. de Engenharia Electrotecnica e de Computadores, Porto Univ., Portugal
  • Volume
    5
  • Issue
    2
  • fYear
    1996
  • fDate
    2/1/1996 12:00:00 AM
  • Firstpage
    263
  • Lastpage
    273
  • Abstract
    Describes a video coder based on a hybrid DPCM-vector quantization algorithm that is suited for bit rates ranging from 8-16 kb/s. The proposed approach involves segmenting difference images into variable-size and variable-shape blocks and performing segmentation and motion compensation simultaneously. The purpose of obtaining motion vectors for variable-size and variable-shape blocks is to improve the quality of motion estimation, particularly in those areas where the edges of moving objects are situated. For the larger blocks, decimation takes place in order to simplify vector quantization. For very active blocks, which are always of small dimension, a specific vector quantizer has been applied, the fuzzy classified vector quantizer (FCVQ). The coding algorithm described displays good performance in the compression of test sequences at the rates of 8 and 16 kb/s; the signal-to-noise ratios obtained are good in both cases. The complexity of the coder implementation is comparable to that of conventional hybrid coders, while the decoder is much simpler in this proposal
  • Keywords
    block codes; computational complexity; decoding; differential pulse code modulation; fuzzy set theory; image segmentation; motion compensation; motion estimation; vector quantisation; video coding; 8 to 16 kbit/s; active blocks; coding algorithm; complexity; compression; decimation; decoder; fuzzy classified vector quantizer; hybrid DPCM-vector quantization algorithm; motion compensation; motion estimation; motion vectors; segmentation; sequences; signal-to-noise ratios; variable-shape blocks; variable-size blocks; vector quantization; very low bit rate video coder; Bit rate; Decoding; Displays; Image segmentation; Motion compensation; Motion estimation; Proposals; Signal to noise ratio; Testing; Vector quantization;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/83.480762
  • Filename
    480762