2 papers
cs.CV2025
Semi-supervised Image Dehazing via Expectation-Maximization and Bidirectional Brownian Bridge Diffusion Models
Bing Liu, Le Wang, Mingming Liu +5
Existing dehazing methods deal with real-world haze images with difficulty, especially scenes with thick haze. One of the main reasons is the lack of real-world paired data and rob…
cs.CV2025
Residual-based Efficient Bidirectional Diffusion Model for Image Dehazing and Haze Generation
Bing Liu, Le Wang, Hao Liu +1
Current deep dehazing methods only focus on removing haze from hazy images, lacking the capability to translate between hazy and haze-free images. To address this issue, we propose…