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...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Nianyun Liu, Kebin Sha, Junwei Yan, Xinxi Xie
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	IEEE 2025-01-01
Schriftenreihe:	IEEE Access
Schlagworte:	Image deraining transformer deep learning raindrop removal attention mechanism
Online-Zugang:	https://ieeexplore.ieee.org/document/11082152/
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