zhuyr97 / Awesome-Weather-Removal

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Awesome-Weather-Removal

  • CVPR 2022 Learning Multiple Adverse Weather Removal via Two-stage Knowledge Learning and Multi-contrastive Regularization: Toward a Unified Model [Paper] [Code]

  • CVPR 2022 TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions [Paper] [Code] (Please refer to arxiv version.)

  • CVPR 2020 All in One Bad Weather Removal using Architectural Search [Paper]

  • arxiv Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models [Paper] [Code]

Desnowing

  • ICCV 21 ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-tree Complex Wavelet Representation and Contradict Channel Loss [Paper] [Code]
  • ECCV 20 JSTASR: Joint Size and Transparency-Aware Snow Removal Algorithm Based on Modified Partial Convolution and Veiling Effect Removal [Paper] [Code]
  • TIP 18 DesnowNet: Context-aware deep network for snow removal [Paper]

RainDrop

  • CVPR 21 Removing Raindrops and Rain Streaks in One Go [Paper]
  • CVPR 18 Attentive Generative Adversarial Network for Raindrop Removal from A Single Image [Paper] [Code]

Related Datasets

[Snow-CSD]

[Snow-Snow100K]

[Rain-Rain1400]

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