Towards Real-time High-Definition Image Snow Removal: Efficient Pyramid Network with Asymmetrical Encoder-decoder Architecture. (arXiv:2207.05605v1 [cs.CV])

In winter scenes, the degradation of images taken under snow can be pretty
complex, where the spatial distribution of snowy degradation is varied from
image to image. Recent methods adopt deep neural networks to directly recover
clean scenes from snowy images. However, due to the paradox caused by the
variation of complex snowy degradation, achieving reliable High-Definition
image desnowing performance in real time is a considerable challenge. We
develop a novel Efficient Pyramid Network with asymmetrical encoder-decoder
architecture for real-time …

architecture arxiv cv definition encoder encoder-decoder image network real-time snow time