Single Image Desnowing
4 papers with code • 0 benchmarks • 0 datasets
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ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-Tree Complex Wavelet Representation and Contradict Channel Loss
Moreover, due to the limitation of existing snow datasets, to simulate the snow scenarios comprehensively, we propose a large-scale dataset called Comprehensive Snow Dataset (CSD).
We also introduce a transformer decoder with learnable weather type embeddings to adjust to the weather degradation at hand.
Due to various and complicated snow degradations, single image desnowing is a challenging image restoration task.