• DocumentCode
    290187
  • Title

    Image coding with overlapped projection and pyramid vector quantization

  • Author

    Lancini, Rosa ; Marconetti, Emanuele ; Tubaro, Stefano

  • Author_Institution
    CEFRIEL, Milan, Italy
  • Volume
    v
  • fYear
    1994
  • fDate
    19-22 Apr 1994
  • Abstract
    A new effective still image coding scheme based on overlapped projections and pyramid vector quantization is presented. In standard image coding the spatial redundancy of the images is reduced subdividing the incoming data into small blocks and applying to these a linear transformation (DCT) to obtain highly independent coefficients, that are scalar quantized. This block by block coding takes advantage of the spatial correlation but it induces visually annoying blocking artifacts (especially at high compression ratios). The authors resent a different coding scheme where the image is subdivided into circular partially overlapped regions and then the projections along predefined directions are determined and vector quantized. Simulations show that the projection technique allows the detection of the most important information locally present on the image while the use of circular overlapped regions reduces blocking artifacts
  • Keywords
    block codes; discrete cosine transforms; image coding; image segmentation; redundancy; vector quantisation; DCT; block by block coding; circular partially overlapped regions; linear transformation; overlapped projection; pyramid vector quantization; spatial correlation; spatial redundancy; still image coding scheme; subdivision; visually annoying blocking artifacts; Block codes; Discrete cosine transforms; Humans; Image coding; Image reconstruction; Low pass filters; Vector quantization; Visual system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
  • Conference_Location
    Adelaide, SA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-1775-0
  • Type

    conf

  • DOI
    10.1109/ICASSP.1994.389442
  • Filename
    389442