Title :
On the rendering and post-processing of simplified dynamic light fields with depth information
Author :
Gan, Zhi-Feng ; Chan, Shing-Chow ; Ng, King-To ; Chan, Kin-Lok ; Shum, Heung-Yeung
Author_Institution :
Dept. of Electr. & Electron. Eng., Hong Kong Univ., China
Abstract :
This paper studies the rendering and post-processing of a dynamic image-based representation called the simplified dynamic light fields (SDLF) (or plenoptic videos) with depth information. The user viewpoints are limited to a camera line to simplify the capturing and compression processes. By associating each image pixel with its depth value, methods for improving the rendering quality and detecting occlusions are proposed. Due to the limited sampling at depth discontinuities, adaptive lowpass filtering is applied to the detected occluded regions near object boundaries in order to suppress the aliasing artifacts. Rendering results using computer-generated images show that considerable improvement in rendering quality even for dynamic scenes with large depth variations.
Keywords :
adaptive filters; image representation; low-pass filters; rendering (computer graphics); 4D plenoptic function; SDLF post-processing; adaptive lowpass filtering; aliasing artifact suppression; camera line user viewpoint; capturing process; compression process; computer-generated images; depth information; dynamic scenes; image pixel depth value; limited depth discontinuity sampling; occlusion region detection; rendering quality; simplified dynamic light fields rendering; Adaptive filters; Cameras; Filtering; Image coding; Image sampling; Layout; Object detection; Pixel; Rendering (computer graphics); Videos;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326546