Modeling Detailed Cloud Scene from Multi-source Images

Cen, Yunchi; Liang, Xiaohui; Chen, Junping; Yang, Bailin; Li, Frederick W. B.

Modeling Detailed Cloud Scene from Multi-source Images

Files

049-052.pdf (2.92 MB)

paper_1032_video.mp4 (17.42 MB)

Date

2018

Authors

Cen, Yunchi
Liang, Xiaohui
Chen, Junping
Yang, Bailin
Li, Frederick W. B.

Publisher

The Eurographics Association

Abstract

Realistic cloud is essential for enhancing the quality of computer graphics applications, such as flight simulation. Data-driven method is an effective way in cloud modeling, but existing methods typically only utilize one data source as input. For example, natural images are usually used to model small-scale cloud with details, and satellite images and WRF data are used to model large scale cloud without details. To construct large-scale cloud scene with details, we propose a novel method to extract relevant cloud information from both satellite and natural images. Experiments show our method can produce more detailed cloud scene comparing with existing methods.

        @inproceedings{10.2312:pg.20181278
,
booktitle = {Pacific Graphics Short Papers
},
editor = {Fu, Hongbo and Ghosh, Abhijeet and Kopf, Johannes
},
title = {{Modeling Detailed Cloud Scene from Multi-source Images
}},
author = {Cen, Yunchi and 
Liang, Xiaohui and 
Chen, Junping and 
Yang, Bailin and 
Li, Frederick W. B.
},
year = {2018
},
publisher = {The Eurographics Association
},
ISBN = {978-3-03868-073-4
},
DOI = {10.2312/pg.20181278
}
}