| LKD-Net: Large Kernel Convolution Network for Single Image Dehazing | Sep 5, 2022 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| Dense Haze: A benchmark for image dehazing with dense-haze and haze-free images | Apr 5, 2019 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| Structure Representation Network and Uncertainty Feedback Learning for Dense Non-Uniform Fog Removal | Oct 6, 2022 | Image DehazingImage Enhancement | CodeCode Available | 1 |
| Rethinking Performance Gains in Image Dehazing Networks | Sep 23, 2022 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| Ultra-High-Definition Image Dehazing via Multi-Guided Bilateral Learning | Jun 19, 2021 | 4kGPU | CodeCode Available | 1 |
| HazeSpace2M: A Dataset for Haze Aware Single Image Dehazing | Sep 25, 2024 | BenchmarkingImage Dehazing | CodeCode Available | 1 |
| Depth and Reflection Total Variation for Single Image Dehazing | Jan 22, 2016 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Depth-agnostic Single Image Dehazing | Jan 14, 2024 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| CGGAN: A Context Guided Generative Adversarial Network For Single Image Dehazing | May 28, 2020 | DecoderGenerative Adversarial Network | —Unverified | 0 |
| C2MSNet: A Novel approach for single image haze removal | Jan 25, 2018 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| A Light Dual-Task Neural Network for Haze Removal | Apr 12, 2019 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond | Nov 18, 2017 | Image DehazingImage Enhancement | —Unverified | 0 |
| Dehazing-NeRF: Neural Radiance Fields from Hazy Images | Apr 22, 2023 | 3D Scene ReconstructionImage Dehazing | —Unverified | 0 |
| A GAN-Based Input-Size Flexibility Model for Single Image Dehazing | Feb 19, 2021 | Generative Adversarial NetworkImage Dehazing | —Unverified | 0 |
| Joint Transmission Map Estimation and Dehazing using Deep Networks | Aug 2, 2017 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| FWB-Net:Front White Balance Network for Color Shift Correction in Single Image Dehazing via Atmospheric Light Estimation | Jan 21, 2021 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Fully Non-Homogeneous Atmospheric Scattering Modeling with Convolutional Neural Networks for Single Image Dehazing | Aug 25, 2021 | Image Dehazingparameter estimation | —Unverified | 0 |
| Indirect Domain Shift for Single Image Dehazing | Feb 5, 2021 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| LAP-Net: Level-Aware Progressive Network for Image Dehazing | Oct 1, 2019 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Learning to dehaze with polarization | Dec 1, 2021 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Deep Multi-Model Fusion for Single-Image Dehazing | Oct 1, 2019 | Image Dehazingmodel | —Unverified | 0 |
| FD-GAN: Generative Adversarial Networks with Fusion-discriminator for Single Image Dehazing | Jan 20, 2020 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| A PDE-Based Image Dehazing Method via Atmospheric Scattering Theory | Jun 10, 2025 | GPUImage Dehazing | —Unverified | 0 |
| DAMix: A Density-Aware Mixup Augmentation for Single Image Dehazing under Domain Shift | Sep 26, 2021 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| HardGAN: A Haze-Aware Representation Distillation GAN for Single Image Dehazing | Aug 1, 2020 | Generative Adversarial NetworkImage Dehazing | —Unverified | 0 |
