Title
3D PixMix: Image Inpainting in 3D Environments
Abstract
State of the art methods for diminished reality (DR) propagate pixel information from keyframes to later frames to achieve real-time image inpainting in 3D spaces. However, this approach assumes a planar scene and produces artifacts, if the scene geometry is not sufficiently planar. In this paper, we present 3D PixMix, a new real-time inpainting method that addresses non-planar scenes by considering both color and depth information in the inpainting process. We define cost functions for both the color and the geometric appearance in the inpainting scheme and use an RGB-D sensor for depth fusion using a SLAM. Comparison results against the conventional PixMix show that 3D PixMix obtains the equivalent or even better quality in 3D scenes with additional depth information.
Year
DOI
Venue
2018
10.1109/ISMAR-Adjunct.2018.00020
2018 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)
Keywords
DocType
ISBN
Three-dimensional displays,Image color analysis,Rendering (computer graphics),Visualization,Cameras,Color
Conference
978-1-5386-7592-2
Citations 
PageRank 
References 
2
0.41
0
Authors
7
Name
Order
Citations
PageRank
Shohei Mori12311.00
Jan Herling2795.45
Wolfgang Broll353862.22
Norihiko Kawai48110.27
Hideo Saito51147169.63
Dieter Schmalstieg64169332.77
Kalkofen, Denis735128.66