Official PyTorch implementation of our TGRS paper: Deep Adaptive Pansharpening via Uncertainty-aware Image Fusion.Paper link

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Framework

UAPN

UAConv

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Results

model complexity

uncertainty estimation

comparison

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We provide the training script as follows:

Dependencies

• Python 3.8
• PyTorch 1.10.0+cu113

Train

Edit the data path in config files.

UAPN-B : python train.py --config 1

UAPN-S : python train.py --config 2

Then, the checkpoints and log file are saved in output.