ABSTRACT
This paper presents a novel rendering algorithm based on depth image warping to support virtual pan-tilt-zoom (PTZ) functionalities during 3D view generation. A method based on "3D-ness" knob is proposed for automatically specifying the virtual camera positions along a path, to model the PTZ mechanism in projective framework. Two novel quality enhancing techniques based on segmentation cues are proposed to add pan, tilt and zoom capabilities during arbitrary view synthesis. In addition to reduce the computational load that results in providing such functionalities, a novel selective warping scheme is presented to reduce the computational cost by as much as 40% while maintaining an acceptable quality of rendering results. Experiments are performed using standard "Breakdancers" and "Ballet" video sequences to demonstrate the effectiveness of the proposed methods as compared to currently published results.
- S. Zinger, L. Do, and P. H. N. de With. Free-viewpoint depth image based rendering. JVCI. 21(5--6), 2010. Google Scholar
Digital Library
- Y. Mori, N. Fukushima, T. Yendo, T. Fujii, and M. Tanimoto. View generation with 3d warping using depth information for ftv. Image Communication'09. Google Scholar
Digital Library
- Wan-Yu Chen, Yu-Lin Chang, Shyh-Feng Lin, Li-Fu Ding, and Liang-Gee Chen. Efficient depth image based rendering with edge dependent depth filter and interpolation. ICME, pp. 1314--1317, 2005.Google Scholar
- Y. Horng, Y. Tseng, T. Chang. Stereoscopic images generation with directional gaussian filter. ISCAS'10.Google Scholar
- A. Criminisi, P. Perez, and K. Toyama. Region filling and object removal by exemplar-based image inpainting. IEEE TIP. 13(9): 2004. Google Scholar
Digital Library
- I. Daribo and B. Pesquet Popescu. Depth aided image inpainting for novel view synthesis. MMSP. 2010.Google Scholar
- K. Oh, S. Yea, and Y. Ho. Hole filling method using depth based in-painting for view synthesis in free-viewpoint television and 3-d video. PCS. 2009. Google Scholar
Digital Library
- K. Muller, A. Smolic, K. Dix, P. Merkle, P. Kauff, and T. Wiegand. View synthesis for advanced 3d video systems. In EURASIP JIVP. 2008.Google Scholar
- Andreas Ruf and Radu Horaud. Projective Rotations applied to a Pan-Tilt Stereo Head. CVPR, 1999.Google Scholar
Cross Ref
- A. Colombari, A. Fusiello, and V. Murino. Continuous parallax adjustment for 3D-TV. CVMP, 2005.Google Scholar
- Andreas Ruf, Gabriela Csurka, and Radu Horaud. Projective Translations and Affine Stereo Calibration. CVPR, pp. 475--481, 1998. Google Scholar
Digital Library
- Janusz Konrad. Enhancement of Viewer Comfort in Stereoscopic Viewing: Parallax Adjustment, 1999.Google Scholar
- M. Bertalmio, A. L. Bertozzi, and G. Sapiro. Navier-stokes, fluid dynamics, and image and video inpainting. CVPR, pp. 355--362, 2001.Google Scholar
Cross Ref
- A. V. Bhavsar and A. N. Rajagopalan. Inpainting large missing regions in range images. ICPR, 2010. Google Scholar
Digital Library
- P. F. Felzenszwalb and D. P. Huttenlocher. Efficient graph-based image segmentation. IJCV, 2004. Google Scholar
Digital Library
- S. Choi, Taemin Kim, and Wonpil Yu. Performance Evaluation of RANSAC Family. BMVC, 2009.Google Scholar
Cross Ref
- C. L. Zitnick, S. B. Kang, M. Uyttendaele, S. Winder, and R. Szeliski. High-quality video view interpolation using a layered representation. SIGGRAPH, 2004. Google Scholar
Digital Library
Index Terms
- 3DTV view generation with virtual pan/tilt/zoom functionality
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