• DocumentCode
    2572204
  • Title

    Data compression of light field using wavelet packet

  • Author

    Dong, Xu ; Qionghan, Dai ; Wenli, Xu

  • Author_Institution
    Dept. of Autom., Tsinghua Univ., Beijing
  • Volume
    2
  • fYear
    2004
  • fDate
    30-30 June 2004
  • Firstpage
    1071
  • Abstract
    A disparity-compensated compression scheme for light fields is presented. In contrast to prior disparity-compensated based codecs we perform disparity estimating and image predicting in subbands not directly in the original images. In our approach, firstly the original images are decomposed into subbands using the wavelet packet transform, and then the corresponding wavelet packet bases are divided into predictable bases and unpredictable bases by some criteria. In coding, the hierarchical structure proposed by Magnor (1999) is used, and the subbands corresponding to the predictable and unpredictable basis are added sequentially by relative energy until the reconstructed images meet the pre-established reconstruction quality. Except for high compression ratios our approach also provides scalability to some extent. Experiments for two standard light fields verify the efficiency of our approach
  • Keywords
    data compression; image coding; image reconstruction; rendering (computer graphics); wavelet transforms; compression ratios; data compression; disparity estimation; disparity-compensated compression; image prediction; image subbands; light field; predictable bases; reconstructed images; reconstruction quality; scalability; unpredictable bases; wavelet packet; wavelet packet transform; Automation; Data compression; Decoding; Image coding; Image reconstruction; Layout; Rendering (computer graphics); Vector quantization; Wavelet packets; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo, 2004. ICME '04. 2004 IEEE International Conference on
  • Conference_Location
    Taipei
  • Print_ISBN
    0-7803-8603-5
  • Type

    conf

  • DOI
    10.1109/ICME.2004.1394394
  • Filename
    1394394