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Rongwei Yu

2 accepted papers

2024

DG-RainDiff: Depth-Guided Dynamic Message Passing Diffusion Model for Mixture of Rain Removal

ICASSP 2024accepted

Real-world rain is a mixture of rain streaks and rainy haze. It poses a great challenge for current deraining techniques due to two reasons. First, existing methods consider rain streaks removal and rainy haze removal as separate processes. Second, they are limited in insufficient modeling ability t…

Cited by 0SourceScholar
2024

Diff-HOD: Diffusion Model for Object Detection in Hazy Weather Conditions

ICASSP 2024accepted

The presence of haze negatively affects the visibility of captured images, posing challenges for general object detection models. We observe that current techniques exhibit three limitations: 1) they typically view image restoration and object detection as separate tasks; 2) they disregard potential…

Cited by 0SourceScholar