• DocumentCode
    40782
  • Title

    Visual Importance- and Discomfort Region-Selective Low-Pass Filtering for Reducing Visual Discomfort in Stereoscopic Displays

  • Author

    Yong Ju Jung ; Hosik Sohn ; Seong-il Lee ; Speranza, F. ; Yong Man Ro

  • Author_Institution
    Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
  • Volume
    23
  • Issue
    8
  • fYear
    2013
  • fDate
    Aug. 2013
  • Firstpage
    1408
  • Lastpage
    1421
  • Abstract
    In human vision, the depth of focus (DOF) blur is important to perceive single binocular vision. Unfortunately, conventional stereoscopic displays cannot provide a natural DOF blur effect. Synthetic DOF blur that simulates the natural DOF blur effect could be useful for reducing the visual discomfort in stereoscopic displays. However, the incorrect introduction of artificial blur in the image might also have negative effects. This paper proposes a selective DOF blur technique that is applied only to local regions that induce high visual discomfort but are less visually important. We employ a visual importance analysis to obtain reasonable estimates of the areas/objects that are likely to be attended using saliency maps. After identifying the regions likely to cause discomfort because of excessive relative disparity, we apply low-pass filtering for the less-salient neighboring pixels of the discomfort regions. We demonstrate that the DOF blur simulation for less important background regions that induce visual discomfort is helpful in reducing the visual discomfort in stereoscopic viewing.
  • Keywords
    stereo image processing; depth of focus blur; excessive relative disparity; human vision; less-salient neighboring pixels; natural DOF blur effect; region-selective low-pass filtering; saliency maps; selective DOF blur technique; single binocular vision; stereoscopic displays; stereoscopic viewing; synthetic DOF blur; visual discomfort reduction; visual importance; visual importance analysis; Humans; Image segmentation; Low pass filters; Object segmentation; Stereo image processing; Visualization; Depth of focus (DOF) blur; stereoscopic image; visual comfort improvement; visual discomfort;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems for Video Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1051-8215
  • Type

    jour

  • DOI
    10.1109/TCSVT.2013.2244796
  • Filename
    6428637