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image dehazing

95 papers

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image restoration (62) convolutional neural network (14) haze removal (11) domain adaptation (11) image deraining (10) generative adversarial network (9) depth estimation (9) self-supervised learning (8) diffusion model (7) frequency domain (7)

Papers

Adaptive Dynamic Dehazing via Instruction-Driven and Task-Feedback Closed-Loop Optimization for Diverse Downstream Task Adaptation AAAI 2026 Bilevel Layer-Positioning LoRA for Real Image Dehazing CVPR 2026 Disentanglement-wise Image Dehazing through Cross-Domain Manifold Consensus CVPR 2026 From Events to Clarity: The Event-Guided Diffusion Framework for Dehazing CVPR 2026 AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation ICLR 2025 Beyond Spatial Domain: Cross-domain Promoted Fourier Convolution Helps Single Image Dehazing AAAI 2025 CoA: Towards Real Image Dehazing via Compression-and-Adaptation CVPR 2025 Dehaze-RetinexGAN: Real-World Image Dehazing via Retinex-based Generative Adversarial Network AAAI 2025 Depth-Centric Dehazing and Depth-Estimation from Real-World Hazy Driving Video AAAI 2025 Dropout the High-Rate Downsampling: A Novel Design Paradigm for UHD Image Restoration WACV 2025 Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training AAAI 2025 Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing ICCV 2025 Frequency-Guided Posterior Sampling for Diffusion-Based Image Restoration ICCV 2025 GenHaze: Pioneering Controllable One-Step Realistic Haze Generation for Real-World Dehazing ICCV 2025 Guided Real Image Dehazing Using YCbCr Color Space AAAI 2025 HazeFlow: Revisit Haze Physical Model as ODE and Non-Homogeneous Haze Generation for Real-World Dehazing ICCV 2025 Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing CVPR 2025 Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing CVPR 2025 NightHaze: Nighttime Image Dehazing via Self-Prior Learning AAAI 2025 PEIE: Physics Embedded Illumination Estimation for Adaptive Dehazing AAAI 2025 PHATNet: A Physics-guided Haze Transfer Network for Domain-adaptive Real-world Image Dehazing ICCV 2025 Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing AAAI 2025 PromptHaze: Prompting Real-world Dehazing via Depth Anything Model AAAI 2025 Tokenize Image Patches: Global Context Fusion for Effective Haze Removal in Large Images CVPR 2025 When Schrodinger Bridge Meets Real-World Image Dehazing with Unpaired Training ICCV 2025