Automatic Cloud Detection for All-Sky Images Using Superpixel Segmentation

@article{Liu2015AutomaticCD,
  title={Automatic Cloud Detection for All-Sky Images Using Superpixel Segmentation},
  author={Shuang Liu and Linbo Zhang and Zhong Zhang and Chunheng Wang and Baihua Xiao},
  journal={IEEE Geoscience and Remote Sensing Letters},
  year={2015},
  volume={12},
  pages={354-358}
}
Cloud detection plays an essential role in meteorological research and has received considerable attention in recent years. However, this issue is particularly challenging due to the diverse characteristics of clouds. In this letter, a novel algorithm based on superpixel segmentation (SPS) is proposed for cloud detection. In our proposed strategy, a series of superpixels could be obtained adaptively by SPS algorithm according to the characteristics of clouds. We first calculate a local… CONTINUE READING
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