• DocumentCode
    698485
  • Title

    Lossless video compression using a spatio-temporal optimal predictor

  • Author

    Andriani, Stefano ; Calvagno, Giancarlo ; Mian, Gian Antonio

  • Author_Institution
    Dept. of Inf. Eng., Univ. of Padova, Padua, Italy
  • fYear
    2005
  • fDate
    4-8 Sept. 2005
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Lossless video compression is a novel research area, but it is gaining widespread importance. As an example, in digital cinema the post-production chain requires all the information captured by digital cameras, and any data loss is not tolerated. On the other hand, the camera sensors size is expected to grow up to 4k × 2k pixels at 10 bit per pixel per component, and cameras output frame-rate up to 150 fps. This enormous amount of data asks for efficient lossless compression techniques. In this paper we propose a novel compression algorithm based on an optimal predictor which exploits the temporal correlation. This solution provides an improvement of the compression ratio, but the resulting algorithm is computationally demanding. An alternative method reducing the overall complexity is presented.
  • Keywords
    computational complexity; correlation methods; data compression; prediction theory; video coding; compression ratio improvement; computational complexity reduction; computationally demanding algorithm; lossless video compression; spatiotemporal optimal predictor; temporal correlation; Complexity theory; Correlation; Encoding; Image coding; Image color analysis; Prediction algorithms; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2005 13th European
  • Conference_Location
    Antalya
  • Print_ISBN
    978-160-4238-21-1
  • Type

    conf

  • Filename
    7078070