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

Framework

UAPN

UAConv

Results

model complexity

uncertainty estimation

comparison

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.