Geometric analysis and anti-aliasing filter for stereoscopic 3D image scaling

Image resizing (or scaling) is one of the most essential issues for the success of visual service because image data has to be adapted to the variety of display features. For 2D imaging, the image scaling is generally accomplished by 2D image re-sampling (i.e., up-/down-sampling). However, when it comes to stereoscopic 3D images, 2D re-sampling methods are inadequate because additional consideration on the third dimension of depth is not incorporated. Practically, stereoscopic 3D image scaling is process with left/right images, not stereoscopic 3D image itself, because the left/right Images are only tangible data. In this paper, we analyze stereoscopic 3D image scaling from two aspects: geometrical deformation and frequency-domain aliasing. A number of 3D displays are available in the market and they have various screen dimensions. As we have more varieties of the displays, efficient stereoscopic 3D image scaling is becoming more emphasized. We present the recommendations for the 3D scaling from the geometric analysis and propose a disparity-adaptive filter for anti-aliasing which could occur during the image scaling process.

[1]  Andrew J. Woods,et al.  Image distortions in stereoscopic video systems , 1993, Electronic Imaging.

[2]  Thomas Martin Deserno,et al.  Survey: interpolation methods in medical image processing , 1999, IEEE Transactions on Medical Imaging.

[3]  Adrian R. L. Travis,et al.  Correcting interperspective aliasing in autostereoscopic displays , 2005, IEEE Transactions on Visualization and Computer Graphics.

[4]  Makoto Okui,et al.  Geometrical analysis of puppet-theater and cardboard effects in stereoscopic HDTV images , 2006, IEEE Transactions on Circuits and Systems for Video Technology.

[5]  Janusz Konrad,et al.  Subsampling models and anti-alias filters for 3-D automultiscopic displays , 2006, IEEE Transactions on Image Processing.

[6]  S. Avidan,et al.  Seam carving for content-aware image resizing , 2007, SIGGRAPH 2007.

[7]  Ismo Rakkolainen,et al.  A Survey of 3DTV Displays: Techniques and Technologies , 2007, IEEE Transactions on Circuits and Systems for Video Technology.

[8]  Sehoon Yea,et al.  Resampling, Antialiasing, and Compression in Multiview 3-D Displays , 2007, IEEE Signal Processing Magazine.

[9]  Jinwoong Kim,et al.  Disparity Adaptive Filter for Anti-Aliasing of Stereoscopic 3D Images , 2008, 2008 3DTV Conference: The True Vision - Capture, Transmission and Display of 3D Video.