• DocumentCode
    382246
  • Title

    Theoretical analysis of geometry inaccuracy for light field compression

  • Author

    Ramanathan, Prashant ; Girod, Bernd

  • Author_Institution
    Inf. Syst. Lab., Stanford Univ., CA, USA
  • Volume
    2
  • fYear
    2002
  • fDate
    2002
  • Abstract
    In current light field compression algorithms, geometry information is critical for efficient compression of light field image data. Inaccuracies in the geometry can greatly affect the compression efficiency. In this paper, we present a theoretical framework with which we can analyze and understand the effects of geometry inaccuracy on the compression efficiency of a light field coder. This framework combines ideas from statistical signal processing and rate-distortion theory. We demonstrate using simulations that the theory qualitatively matches the actual results of light field coding algorithms.
  • Keywords
    computational geometry; data compression; image coding; rate distortion theory; rendering (computer graphics); statistical analysis; compression efficiency; geometry inaccuracy analysis; image-based rendering; light field coder; light field compression; rate-distortion theory; simulations; statistical signal processing; Compression algorithms; Image coding; Image motion analysis; Image storage; Information geometry; Layout; Predictive models; Rendering (computer graphics); Signal processing algorithms; Solid modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing. 2002. Proceedings. 2002 International Conference on
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-7622-6
  • Type

    conf

  • DOI
    10.1109/ICIP.2002.1039929
  • Filename
    1039929