• DocumentCode
    730227
  • Title

    Lossless plenoptic image compression using adaptive block differential prediction

  • Author

    Perra, Cristian

  • Author_Institution
    Univ. of Cagliari, Cagliari, Italy
  • fYear
    2015
  • fDate
    19-24 April 2015
  • Firstpage
    1231
  • Lastpage
    1234
  • Abstract
    Plenoptic images are obtained from the projection of the light crossing a matrix of microlens arrays which replicates the scene from different direction into a camera device sensor. Plenoptic images have a different structure with respect to regular digital images, and novel algorithms for data compression are currently under research. This paper proposes an algorithm for the compression of plenoptic images. The micro images composing a plenoptic image are processed by an adaptive prediction tool, aiming at reducing data correlation before entropy coding takes place. The algorithm is compared with state-of-the-art image compression algorithms, namely, JPEG 2000 and JPEG XR. Obtained results demonstrate that the proposed algorithm improves the coding efficiency.
  • Keywords
    adaptive codes; block codes; cameras; correlation methods; data compression; entropy codes; image coding; image sensors; microlenses; optical images; prediction theory; JPEG 2000; JPEG XR; adaptive block differential prediction; camera device sensor; data compression; data correlation reduction; entropy coding efficiency improvement; lossless plenoptic image compression; microlens array matrix light crossing projection; regular digital image; state-of-the-art image compression algorithm; Algorithm design and analysis; Cameras; Entropy; Image coding; Image color analysis; Standards; Transform coding; Image compression; Intra-prediction; JPEG2000; JPEGXR; Plenoptic signals;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
  • Conference_Location
    South Brisbane, QLD
  • Type

    conf

  • DOI
    10.1109/ICASSP.2015.7178166
  • Filename
    7178166