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Wavelet-pixel domain progressive fusion network for underwater image enhancement (WPFNet)

The official repository for Wavelet-pixel domain progressive fusion network for underwater image enhancement.

Our work proposes an “Wavelet-pixel domain progressive fusion network for underwater image enhancement” (WPFNet). The proposed WPFNet progressively merge frequency features capturing fine-grained details and spatial features with rich color and illumination information.

Getting Started

Requirements

  • Python 3.8
  • Pytorch 1.7.0

Prepare Datasets

data
├── UIEB
│   └──trainA
│   └──trainB
├── Underwater-Dark
│   └──trainA
│   └──trainB

Training

python Underwater_train.py --data_dir=./your dataset path

Contact

If you have any questions, please contact Shiben Liu at [liushiben@sia.cn].

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