This the python (Pytorch) implementation of the work "Linear Attention Based Deep Nonlocal Means Filtering for Multiplicative Noise Removal". For more details in https://arxiv.org/abs/2407.05087.
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You can download the testing SAR image from https://www.dropbox.com/s/4gfkge0pqkuylmv/decorr_complex_tsx_SLC_0.mat?e=1&dl=0. Put it in this root directory.
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Run the main.py with the checkpoint file LDNLM_best.pt.
All code was written by Xiao Siyao key by key , maybe not easy to read 😅. If you have any questions, please feel free to contact me via email: xiaosiyao666@163.com