From pixels to patches : a cloud classification method based on bag of microstructures

@inproceedings{Li2015FromPT,
  title={From pixels to patches : a cloud classification method based on bag of microstructures},
  author={Qiaozhi Li and Zonghua Zhang and Wei Tian Lu and Jie Yang and Yaxiong Ma and Wenbing Yao},
  year={2015}
}
Automatic cloud classification has attracted more and more attention with the increasing development of whole sky imagers, but it is still in progress for ground-based cloud observation. This paper proposes a new cloud classification method, named bag of micro-structures (BoMS). This method treats an all-sky image as a collection of microstructures mapped from image patches, rather than a collection of pixels. It represents the image with a weighted histogram of micro-structures. Based on this… CONTINUE READING

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