• DocumentCode
    3265182
  • Title

    Robust quantization for image coding and noisy digital transmission

  • Author

    Chen, Qing ; Fischer, Thomas R.

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Washington State Univ., Pullman, WA, USA
  • fYear
    1996
  • fDate
    Mar/Apr 1996
  • Firstpage
    3
  • Lastpage
    12
  • Abstract
    A robust quantizer is developed for encoding a variety of memoryless sources and transmission over the binary symmetric channel (BSC). The system combines channel optimized scalar quantization (COSQ) with all-pass filtering, the latter performed using a binary phase-scrambling/descrambling method. Applied to a broad class of sources, the robust quantizer achieves the same performance as the Gaussian COSQ for the memoryless Gaussian source. This quantizer is used for image coding for transmission over a BSC. An explicit error protection code is used only to protect the side information. The PSNR performance degrades gracefully as the channel bit error rate increases
  • Keywords
    all-pass filters; decoding; digital communication; error correction codes; filtering theory; image coding; memoryless systems; noise; quantisation (signal); source coding; telecommunication channels; visual communication; Gaussian COSQ; PSNR performance; all-pass filtering; binary phase-scrambling/descrambling method; binary symmetric channel; channel bit error rate; channel optimized scalar quantization; error protection code; image coding; image transmission; memoryless Gaussian source; memoryless source encoding; noisy digital transmission; performance; robust quantization; side information; Bit error rate; Design optimization; Encoding; Filtering; Image coding; Laplace equations; Protection; Quantization; Robustness; Shape;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Compression Conference, 1996. DCC '96. Proceedings
  • Conference_Location
    Snowbird, UT
  • ISSN
    1068-0314
  • Print_ISBN
    0-8186-7358-3
  • Type

    conf

  • DOI
    10.1109/DCC.1996.488305
  • Filename
    488305