Cloud removal from satellite images using a deep learning model with the cloud-matting method

HIGHLIGHTS

  • who: Deying Ma and colleagues from the Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu, China have published the research work: Cloud Removal from Satellite Images Using a Deep Learning Model with the Cloud-Matting Method, in the Journal: (JOURNAL)
  • what: The model was validated on the simulated dataset and ALCD dataset respectively. The authors propose an integrated method for cloud detection, transparency estimation, and cloud removal. To compensate for the model`s training degeneracy, the authors focus on optimizing the loss function`s balance to increase its applicability. The authors calculated five . . .

     

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