The Quality Evaluation Method Research on Cloud Cover Image Based on Statistical Analysis

DOI

10.2991/icmmcce-15.2015.201How to use a DOI?

Keywords

Cloud cover; Image quality evaluation; Statistical model; Geometry dimensions; Angular second moment

Abstract

Cloud cover is a key factor which affects the quality of aerial and remote sensing image. In order to precisely evaluate the impact which brought by cloud cover, article constructs a cloud detection algorithm which suits for aerial image according to cloud statistical characters; analyzing the cloud region, and building a model on the basis of the image quality comprehensive assessment of the thick cloud, thin cloud, possible cloud and cloudless region; at last, utilizing experts’ subjective guidance to improve the evaluation model. The algorithm can efficiently and precisely evaluate the aerial cloud cover image on the account massive test data.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Yanjie Wang
AU  - Jianjun Zhou
AU  - Li Jia
PY  - 2015/12
DA  - 2015/12
TI  - The Quality Evaluation Method Research on Cloud Cover Image Based on Statistical Analysis
BT  - Proceedings of the 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering 2015
PB  - Atlantis Press
SP  - 1033
EP  - 1037
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmmcce-15.2015.201
DO  - 10.2991/icmmcce-15.2015.201
ID  - Wang2015/12
ER  -