Depth maps: faster, higher and stronger?

In this paper we present experimental evidence of the redundancy of depth maps for 3D visualization. To this end, we performed a series of statistical experiments, devised to measure the effect of depth map quantization and the resolving power of 3D perception. The results of these tests show that for good 3D perception and 3D visualization, one does not need to use depth map of the same resolution neither with the same quantization as the original images. These results indicate that depth map based visualization can be based on low resolution, coarsely quantized, depth maps without significant degradation in the perceived 3D image.

[1]  Barak Fishbain,et al.  Real-time 2D to 3D video conversion , 2007, Journal of Real-Time Image Processing.

[2]  Berthold K. P. Horn,et al.  Determining Optical Flow , 1981, Other Conferences.

[3]  Takeo Kanade,et al.  Image Registration Using Wavelet-Based Motion Model , 2000, International Journal of Computer Vision.

[4]  Hany Farid,et al.  Elastic registration in the presence of intensity variations , 2003, IEEE Transactions on Medical Imaging.

[5]  Nir A. Sochen,et al.  Differential Geometry Techniques in Stereo Vision , 2000, EuroCG.

[6]  Heinrich Niemann,et al.  Dense disparity maps in real-time with an application to augmented reality , 2002, Sixth IEEE Workshop on Applications of Computer Vision, 2002. (WACV 2002). Proceedings..

[7]  Murray Eden,et al.  Fundamentals of Digital Optics , 1996 .

[8]  L P Yaroslavsky,et al.  Redundancy of stereoscopic images: Experimental evaluation. , 2005, Optics express.

[9]  B. Julesz Foundations of Cyclopean Perception , 1971 .

[10]  Takeo Kanade,et al.  An Iterative Image Registration Technique with an Application to Stereo Vision , 1981, IJCAI.