• DocumentCode
    3581487
  • Title

    Investigation of distortion-constrained video encoding and its application to visual saliency guided compression

  • Author

    Wulf, Steffen ; Zolzer, Udo

  • Author_Institution
    Dept. of Signal Process. & Commun., Helmut Schmidt Univ. / Univ. of the Fed. Armed Forces Hamburg, Hamburg, Germany
  • fYear
    2014
  • Firstpage
    36
  • Lastpage
    41
  • Abstract
    We present a novel macroblock mode decision approach for video encoder. It aims at minimizing the rate given a certain distortion constraint. Motivated by the fact that humans perceive only a small area around the eye-fixation point very clearly, the presented mode decision algorithm is designed to tolerate a certain amount of distortion depending on the visual importance of a region within a frame. Furthermore, the proposed approach is extended by a quantizer modification scheme. With this, improvements of up to 1 dB in terms of eye-tracking-weighted PSNR compared to conventional rate-distortion optimization are possible.
  • Keywords
    data compression; distortion; quantisation (signal); video coding; visual perception; distortion constrained video encoding; eye fixation point; human perception; macroblock mode decision; mode decision algorithm; quantizer modification; visual importance; visual saliency guided compression; Correlation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 2014
  • ISSN
    2326-0262
  • Print_ISBN
    978-8-3620-6518-9
  • Type

    conf

  • Filename
    7067267