Title
Novel temporal domain hole filling based on background modeling for view synthesis
Abstract
View synthesis is a technique to generate images/videos in a virtual viewpoint. In this paper, the dis-occlusion/hole problem in view synthesis is resolved from the temporal domain. By the fact that dis-occlusions belong to the background, firstly we build an online background under a newly designed Switchable Gaussian Model (SGM), owning to its computationally simplicity and scene adaptivity. Then, real textures in the dis-occlusions are able to be recovered with the built background. Experimental results have verified the improvements in rendering quality and computation complexity by comparing to the conventional spatial filling methods and other temporal filling methods.
Year
DOI
Venue
2012
10.1109/ICIP.2012.6467461
ICIP
Keywords
Field
DocType
view synthesis,disocclusion,virtual reality,rendering quality,rendering (computer graphics),natural scene,computational complexity,computation complexity,temporal domain,gaussian processes,natural scenes,hole filling,background modeling,sgm,switchable gaussian model,image texture,dis-occlusion,temporal domain hole filling,virtual viewpoint
Computer vision,Virtual reality,Computer graphics (images),Image texture,Computer science,View synthesis,Gaussian network model,Gaussian process,Artificial intelligence,Image-based modeling and rendering,Rendering (computer graphics),Computational complexity theory
Conference
ISSN
ISBN
Citations 
1522-4880 E-ISBN : 978-1-4673-2532-5
978-1-4673-2532-5
11
PageRank 
References 
Authors
0.59
6
5
Name
Order
Citations
PageRank
Wenxiu Sun116020.79
Oscar C. Au21592176.54
Lingfeng Xu3539.81
Yujun Li410418.20
Wei Hu524422.01