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
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;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
DOI :
10.1109/TCSVT.2013.2244796