RVSD (Realistic Video DeSnowing Dataset)
Introduced by Chen et al. in Snow Removal in Video: A New Dataset and A Novel Method
Realistic Video DeSnowing Dataset (RVSD) contains a total of 110 pairs of videos. Each pair contains snowy and hazy videos and corresponding snow-free and haze-free ground truth videos. We use a rendering engine (Unreal Engine 5) and various augmentation techniques to generate snow and haze with diverse and realistic physical properties. This results in more realistic and varied synthesized videos, which improve the model’s performance on real-world data.
Papers
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