• DocumentCode
    1346742
  • Title

    Image coding using robust quantization for noisy digital transmission

  • Author

    Chen, Qing ; Fischer, Thomas R.

  • Author_Institution
    3Com (US Robotics), Skokie, IL, USA
  • Volume
    7
  • Issue
    4
  • fYear
    1998
  • fDate
    4/1/1998 12:00:00 AM
  • Firstpage
    496
  • Lastpage
    505
  • Abstract
    A robust quantizer is developed for encoding 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 in image coding for transmission over a BSC. The peak signal-to-noise ratio (PSNR) performance degrades gracefully as the channel bit error rate increases
  • Keywords
    all-pass filters; channel coding; cryptography; digital communication; image coding; memoryless systems; noise; source coding; all-pass filtering; binary phase-scrambling/descrambling method; binary symmetric channel; channel bit error rate; channel optimized scalar quantization; image coding; memoryless sources; noisy digital transmission; peak signal-to-noise ratio performance; robust quantization; Bit error rate; Degradation; Design optimization; Filtering; Image coding; Optimization methods; PSNR; Quantization; Rate-distortion; Robustness;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/83.663494
  • Filename
    663494