URDS: A Dual-Branch ViTs and CNNs Framework for Unpaired Raindrop and Rain Streak Removal

Rain streaks and raindrops severely degrade image quality and adversely affect vision-based systems in outdoor environments. Removing such rain artifacts is critical for reliable visual recognition. Although supervised deraining methods achieve strong performance, unpaired data remains a major chall...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Nianyun Liu, Kebin Sha, Junwei Yan, Xinxi Xie
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Image deraining transformer deep learning raindrop removal attention mechanism
Online Access:	https://ieeexplore.ieee.org/document/11082152/