MSP-Former: Multi-Scale Projection Transformer for Single Image Desnowing. (arXiv:2207.05621v1 [cs.CV])

Image restoration of snow scenes in severe weather is a difficult task. Snow
images have complex degradations and are cluttered over clean images, changing
the distribution of clean images. The previous methods based on CNNs are
challenging to remove perfectly in restoring snow scenes due to their local
inductive biases' lack of a specific global modeling ability. In this paper, we
apply the vision transformer to the task of snow removal from a single image.
Specifically, we propose a parallel …

arxiv cv image msp projection scale transformer