| Domain Adaptation for Image Dehazing | May 10, 2020 | Domain AdaptationImage Dehazing | CodeCode Available | 1 |
| CoA: Towards Real Image Dehazing via Compression-and-Adaptation | Jan 1, 2025 | Image DehazingModel Compression | CodeCode Available | 1 |
| LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset | Oct 21, 2024 | Image DehazingMamba | CodeCode Available | 1 |
| Focal Network for Image Restoration | Jan 1, 2023 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data | Aug 6, 2021 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| A Data-Centric Solution to NonHomogeneous Dehazing via Vision Transformer | Apr 16, 2023 | Image Dehazing | CodeCode Available | 1 |
| FriendNet: Detection-Friendly Dehazing Network | Mar 7, 2024 | Autonomous DrivingImage Dehazing | CodeCode Available | 1 |
| LKD-Net: Large Kernel Convolution Network for Single Image Dehazing | Sep 5, 2022 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| Physically Disentangled Intra- and Inter-Domain Adaptation for Varicolored Haze Removal | Jan 1, 2022 | Domain AdaptationImage Dehazing | CodeCode Available | 1 |
| ProDehaze: Prompting Diffusion Models Toward Faithful Image Dehazing | Mar 21, 2025 | HallucinationImage Dehazing | CodeCode Available | 1 |
| Prompt-based test-time real image dehazing: a novel pipeline | Sep 29, 2023 | Image Dehazing | CodeCode Available | 1 |
| IRNeXt: Rethinking Convolutional Network Design for Image Restoration | Apr 24, 2023 | DeblurringImage Deblurring | CodeCode Available | 1 |
| A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing | Feb 8, 2022 | DecoderImage Dehazing | CodeCode Available | 1 |
| Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration | Sep 12, 2023 | Contrastive LearningImage Dehazing | CodeCode Available | 1 |
| Rethinking Performance Gains in Image Dehazing Networks | Sep 23, 2022 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks | Jun 23, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Forward-only Diffusion Probabilistic Models | May 22, 2025 | Conditional Image GenerationImage Dehazing | CodeCode Available | 1 |
| Exploring the potential of channel interactions for image restoration | Dec 20, 2023 | DeblurringImage Deblurring | CodeCode Available | 1 |
| SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency | Mar 13, 2023 | Image DehazingImage Generation | CodeCode Available | 1 |
| A Comprehensive Survey and Taxonomy on Single Image Dehazing Based on Deep Learning | Jun 7, 2021 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| Fast Deep Multi-patch Hierarchical Network for Nonhomogeneous Image Dehazing | May 12, 2020 | Image DehazingNonhomogeneous Image Dehazing | CodeCode Available | 1 |
| Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed Images | Oct 9, 2020 | Image DehazingImage Generation | CodeCode Available | 1 |
| High-quality Image Dehazing with Diffusion Model | Aug 23, 2023 | DenoisingImage Dehazing | CodeCode Available | 1 |
| A Two-branch Neural Network for Non-homogeneous Dehazing via Ensemble Learning | Apr 18, 2021 | Ensemble LearningImage Dehazing | CodeCode Available | 1 |
| Depth and Reflection Total Variation for Single Image Dehazing | Jan 22, 2016 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
