• DocumentCode
    2537527
  • Title

    JPEG-compliant image coding with adaptive pre-/post-filtering

  • Author

    Liu, Lijie ; Dai, Wei ; Tran, Trac D.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Johns Hopkins Univ., Baltimore, MD
  • fYear
    2006
  • fDate
    21-24 May 2006
  • Lastpage
    1815
  • Abstract
    In this paper we propose an image coding scheme with adaptive pre-/post-filtering which produces a fully compliant JPEG bitstream. The basic idea is to introduce pre-filtering to improve the coding performance and post-filtering to reduce JPEG blocking artifacts. The adaptivity of the pre-/post-filters is achieved by varying their filter supports based on two criteria: rate-distortion optimization (RD-opt) and over-/under-flow. Experiments show that despite keeping intact JPEG baseline coding, our proposed coding scheme with these two criteria can improve not only the objective quality (0.3-1.5 dB PSNR gain), but also yield superior visual quality by preserving edge details and mitigating blocking artifacts. Our proposed algorithm is competitive with state-of-the-art deblocking algorithms
  • Keywords
    adaptive filters; block codes; data compression; image coding; rate distortion theory; JPEG baseline coding; adaptive post-filtering; adaptive pre-filtering; block coding; image coding; rate-distortion optimization; Bit rate; Block codes; Decoding; Discrete cosine transforms; Hardware; Image coding; Image reconstruction; Robustness; Transform coding; Video compression;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on
  • Conference_Location
    Island of Kos
  • Print_ISBN
    0-7803-9389-9
  • Type

    conf

  • DOI
    10.1109/ISCAS.2006.1692959
  • Filename
    1692959