Water body extraction based on the LBV transformation analysis for China GF-1 multi-spectral images

Hang Wei, Fukun Bi*, Fuqiang Liu, Wenchao Liu, He Chen, Ying Yu

*此作品的通讯作者

科研成果: 会议稿件论文同行评审

3 引用 (Scopus)

摘要

For the surface water body extraction from China GF-1 satellite multi-spectral images, this paper proposes a algorithm based on the LBV transformation analysis method. The LBV transformed images can be used more effectively for the analysis of ground features than the original multispectral satellite images. So in the proposed method, the LBV transformation equations for GF-1 images are firstly discussed. Then, by analyzing gray level curves of six typical ground features in L(the general radiance level), B(the visible-infrared radiation) and V(the band radiance variation vector) images respectively, a decision criterion for extracting water body is obtain. And by this decision criterion the water bodies can be quickly and accurately extracted in the complex scenes. The experimental results show that this algorithm can effectively eliminate roads and the shadows of the buildings and cloud on the influence of the water body extraction and can exactly extract the small ponds, lakes and reservoirs. In addition, the proposed algorithm is simple, automatic and highly adaptable.

源语言英语
出版状态已出版 - 2015
活动IET International Radar Conference 2015 - Hangzhou, 中国
期限: 14 10月 201516 10月 2015

会议

会议IET International Radar Conference 2015
国家/地区中国
Hangzhou
时期14/10/1516/10/15

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引用此

Wei, H., Bi, F., Liu, F., Liu, W., Chen, H., & Yu, Y. (2015). Water body extraction based on the LBV transformation analysis for China GF-1 multi-spectral images. 论文发表于 IET International Radar Conference 2015, Hangzhou, 中国.