2 papers
cs.CV2025
Laplace-Mamba: Laplace Frequency Prior-Guided Mamba-CNN Fusion Network for Image Dehazing
Yongzhen Wang, Liangliang Chen, Bingwen Hu +3
Recent progress in image restoration has underscored Spatial State Models (SSMs) as powerful tools for modeling long-range dependencies, owing to their appealing linear complexity…
cs.CV2025
WDMamba: When Wavelet Degradation Prior Meets Vision Mamba for Image Dehazing
Jie Sun, Heng Liu, Yongzhen Wang +2
In this paper, we reveal a novel haze-specific wavelet degradation prior observed through wavelet transform analysis, which shows that haze-related information predominantly reside…