DocumentCode
1881467
Title
Parallel view synthesis programming for free viewpoint television
Author
Jung, Jae-Il ; Ho, Yo-Sung
Author_Institution
Sch. of Inf. & Commun., Gwangju Inst. of Sci. & Technol. (GIST), Gwangju, South Korea
fYear
2012
fDate
12-15 Aug. 2012
Firstpage
88
Lastpage
91
Abstract
View synthesis is one of the important techniques for free-viewpoint 3D image services. Unfortunately, computational complexity of depth image-based view synthesis is high, since it includes numerous matrix calculations and complex filters. In this paper, we implement the depth image-based rendering algorithm on a graphics processing unit (GPU) using the compute unified device architecture (CUDA). We perform memory uploads to the global memory of the GPU, and compute matrix calculations of all pixels in parallel. We also simplify the filters of rendering to reduce complexity and analyze performance according to block and image sizes. Experimental results show that our implementation is faster than conventional methods while preserving visual quality.
Keywords
computational complexity; digital television; filtering theory; graphics processing units; image processing; matrix algebra; parallel architectures; parallel programming; rendering (computer graphics); signal synthesis; CUDA; GPU; complex filters; computational complexity; compute unified device architecture; depth image-based rendering algorithm; depth image-based view synthesis; free viewpoint television; free-viewpoint 3D image services; graphics processing unit; image sizes; matrix calculations; parallel view synthesis programming; visual quality; Acceleration; Cameras; Graphics processing unit; Image color analysis; Instruction sets; Rendering (computer graphics); Visualization; CUDA; Depth image-based rendering; GPU; parallel programming;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, Communication and Computing (ICSPCC), 2012 IEEE International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4673-2192-1
Type
conf
DOI
10.1109/ICSPCC.2012.6335614
Filename
6335614
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