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AllClear:A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery

Created2024-11-04|Updated2025-02-28
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Author: ALTNT
Link: http://blog.705553939.xyz/2024/11/04/remote-sensing/cloud-removal/2024-NeurIPS-AllClear-dataset/
Copyright Notice: All articles in this blog are licensed under CC BY-NC-SA 4.0 unless stating additionally.
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Contents
  1. 1. AllClear: A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery
    1. 1.1. 摘要
    2. 1.2. 1 引言
    3. 1.3. 2 背景
      1. 1.3.1. 2.1 现有云去除数据集
      2. 1.3.2. 2.2 云去除方法
    4. 1.4. 3 数据集
      1. 1.4.1. 3.1 感兴趣区域选择
      2. 1.4.2. 3.2 数据准备
        1. 1.4.2.1. 数据预处理。
        2. 1.4.2.2. 云影掩膜计算。
        3. 1.4.2.3. 对于阴影掩膜,
      3. 1.4.3. 3.3 基准测试任务设置和评估
    5. 1.5. 4 Experiments
      1. 1.5.0.1. 4.1 在 AllClear 测试集上对先前的方法进行基准测试
        1. 1.5.0.1.1. 简单基线
        2. 1.5.0.1.2. 结果。
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