• DocumentCode
    999809
  • Title

    Joint source/channel coding for image transmission with JPEG2000 over memoryless channels

  • Author

    Wu, Zhenyu ; Bilgin, Ali ; Marcellin, Michael W.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Arizona, Tucson, AZ, USA
  • Volume
    14
  • Issue
    8
  • fYear
    2005
  • Firstpage
    1020
  • Lastpage
    1032
  • Abstract
    The high compression efficiency and various features provided by JPEG2000 make it attractive for image transmission purposes. A novel joint source/channel coding scheme tailored for JPEG2000 is proposed in this paper to minimize the end-to-end image distortion within a given total transmission rate through memoryless channels. It provides unequal error protection by combining the forward error correction capability from channel codes and the error detection/localization functionality from JPEG2000 in an effective way. The proposed scheme generates quality scalable and error-resilient codestreams. It gives competitive performance with other existing schemes for JPEG2000 in the matched channel condition case and provides more graceful quality degradation for mismatched cases. Furthermore, both fixed-length source packets and fixed-length channel packets can be efficiently formed with the same algorithm.
  • Keywords
    combined source-channel coding; data compression; distortion; error detection; image coding; telecommunication channels; visual communication; JPEG2000; channel codes; compression efficiency; end-to-end image distortion; error detection-localization functionality; error-resilient codestreams; fixed-length channel packets; fixed-length source packets; forward error correction; image transmission; joint source-channel coding; matched channel condition; memoryless channels; quality scalable codestreams; total transmission rate; unequal error protection; Channel coding; Error correction codes; Forward error correction; Image coding; Image communication; Image generation; Memoryless systems; Redundancy; Source coding; Transform coding; Error resilient source coding; JPEG2000; joint source/channel coding (JSCC); unequal error protection (UEP); Algorithms; Artificial Intelligence; Computer Graphics; Computer Systems; Data Compression; Image Enhancement; Image Interpretation, Computer-Assisted; Multimedia; Numerical Analysis, Computer-Assisted; Signal Processing, Computer-Assisted; Video Recording;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2005.851681
  • Filename
    1468188