| Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing | May 14, 2018 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
| PMS-Net: Robust Haze Removal Based on Patch Map for Single Images | Jun 1, 2019 | Computational PhenotypingDenoising | CodeCode Available | 0 | 5 |
| Non-Homogeneous Haze Removal via Artificial Scene Prior and Bidimensional Graph Reasoning | Apr 5, 2021 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
| FAMED-Net: A Fast and Accurate Multi-scale End-to-end Dehazing Network | Jun 11, 2019 | Computational EfficiencyImage Dehazing | CodeCode Available | 0 | 5 |
| Progressive Feature Fusion Network for Realistic Image Dehazing | Oct 4, 2018 | 4kDecoder | CodeCode Available | 0 | 5 |
| Fast Single Image Dehazing via Multilevel Wavelet Transform based Optimization | Apr 18, 2019 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 | 5 |
| Deep-Energy: Unsupervised Training of Deep Neural Networks | May 31, 2018 | Image DehazingImage Matting | CodeCode Available | 0 | 5 |
| Feature Forwarding for Efficient Single Image Dehazing | Apr 19, 2019 | Decision MakingDecoder | CodeCode Available | 0 | 5 |
| Real-world image dehazing with improved joint enhancement and exposure fusion | Dec 9, 2023 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
| FFA-Net: Feature Fusion Attention Network for Single Image Dehazing | Nov 18, 2019 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
| Fine-Tuning Adversarially-Robust Transformers for Single-Image Dehazing | Apr 24, 2025 | Image Dehazingobject-detection | CodeCode Available | 0 | 5 |
| ZeroScatter: Domain Transfer for Long Distance Imaging and Vision through Scattering Media | Feb 11, 2021 | Autonomous VehiclesDecision Making | CodeCode Available | 0 | 5 |
| Rethinking the Elementary Function Fusion for Single-Image Dehazing | May 23, 2024 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
| EENet: Frequency-Aware and Spatially Multiscale Network for Single Image Dehazing | Feb 1, 2025 | DeblurringImage Defocus Deblurring | CodeCode Available | 0 | 5 |
| Densely Connected Pyramid Dehazing Network | Mar 22, 2018 | DecoderGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| SAD-Net: a full spectral self-attention detail enhancement network for single image dehazing | Apr 7, 2025 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
| DHSGAN: An End to End Dehazing Network for Fog and Smoke | May 26, 2019 | Generative Adversarial NetworkImage Dehazing | CodeCode Available | 0 | 5 |
| Towards Domain Invariant Single Image Dehazing | Jan 9, 2021 | Data AugmentationImage Dehazing | —Unverified | 0 | 0 |
| A Cascaded Convolutional Neural Network for Single Image Dehazing | Mar 21, 2018 | Image DehazingImage Restoration | —Unverified | 0 | 0 |
| A GAN-Based Input-Size Flexibility Model for Single Image Dehazing | Feb 19, 2021 | Generative Adversarial NetworkImage Dehazing | —Unverified | 0 | 0 |
| A Light Dual-Task Neural Network for Haze Removal | Apr 12, 2019 | Image DehazingSingle Image Dehazing | —Unverified | 0 | 0 |
| An Image dehazing approach based on the airlight field estimation | May 6, 2018 | Image DehazingSingle Image Dehazing | —Unverified | 0 | 0 |
| A PDE-Based Image Dehazing Method via Atmospheric Scattering Theory | Jun 10, 2025 | GPUImage Dehazing | —Unverified | 0 | 0 |
| C2MSNet: A Novel approach for single image haze removal | Jan 25, 2018 | Image DehazingSingle Image Dehazing | —Unverified | 0 | 0 |
| CGGAN: A Context Guided Generative Adversarial Network For Single Image Dehazing | May 28, 2020 | DecoderGenerative Adversarial Network | —Unverified | 0 | 0 |
| Classification-driven Single Image Dehazing | Nov 21, 2019 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| DAMix: A Density-Aware Mixup Augmentation for Single Image Dehazing under Domain Shift | Sep 26, 2021 | Data AugmentationDomain Adaptation | —Unverified | 0 | 0 |
| Deep Multi-Model Fusion for Single-Image Dehazing | Oct 1, 2019 | Image Dehazingmodel | —Unverified | 0 | 0 |
| Dehazing-NeRF: Neural Radiance Fields from Hazy Images | Apr 22, 2023 | 3D Scene ReconstructionImage Dehazing | —Unverified | 0 | 0 |
| Depth-agnostic Single Image Dehazing | Jan 14, 2024 | Image DehazingSingle Image Dehazing | —Unverified | 0 | 0 |
| Depth and Reflection Total Variation for Single Image Dehazing | Jan 22, 2016 | Image DehazingSingle Image Dehazing | —Unverified | 0 | 0 |
| DR-Net: Transmission Steered Single Image Dehazing Network with Weakly Supervised Refinement | Dec 2, 2017 | Image DehazingSingle Image Dehazing | —Unverified | 0 | 0 |
| Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration | Oct 3, 2022 | DecoderImage Dehazing | —Unverified | 0 | 0 |
| Dual-Scale Single Image Dehazing Via Neural Augmentation | Sep 13, 2022 | Image DehazingSingle Image Dehazing | —Unverified | 0 | 0 |
| Efficient and Accurate Multi-scale Topological Network for Single Image Dehazing | Feb 24, 2021 | feature selectionImage Dehazing | —Unverified | 0 | 0 |
| Encoder-Decoder Network with Guided Transmission Map: Architecture | Dec 7, 2022 | DecoderImage Dehazing | —Unverified | 0 | 0 |
| Evaluating Single Image Dehazing Methods Under Realistic Sunlight Haze | Aug 31, 2020 | Image Dehazingobject-detection | —Unverified | 0 | 0 |
| FALCON: Frequency Adjoint Link with CONtinuous Density Mask for Fast Single Image Dehazing | Jul 1, 2024 | Autonomous DrivingImage Dehazing | —Unverified | 0 | 0 |
| FD-GAN: Generative Adversarial Networks with Fusion-discriminator for Single Image Dehazing | Jan 20, 2020 | Image DehazingSingle Image Dehazing | —Unverified | 0 | 0 |
| Fully Non-Homogeneous Atmospheric Scattering Modeling with Convolutional Neural Networks for Single Image Dehazing | Aug 25, 2021 | Image Dehazingparameter estimation | —Unverified | 0 | 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 | 0 |
| Gated Fusion Network for Single Image Dehazing | Mar 31, 2018 | DecoderImage Dehazing | —Unverified | 0 | 0 |
| GridDehazeNet+: An Enhanced Multi-Scale Network with Intra-Task Knowledge Transfer for Single Image Dehazing | Mar 25, 2021 | Dimensionality ReductionImage Dehazing | —Unverified | 0 | 0 |
| HardGAN: A Haze-Aware Representation Distillation GAN for Single Image Dehazing | Aug 1, 2020 | Generative Adversarial NetworkImage Dehazing | —Unverified | 0 | 0 |
| Haze-Aware Attention Network for Single-Image Dehazing | Jul 16, 2024 | Image DehazingImage Restoration | —Unverified | 0 | 0 |
| Implicit Euler ODE Networks for Single-Image Dehazing | Jul 13, 2020 | Image DehazingSingle Image Dehazing | —Unverified | 0 | 0 |
| Indirect Domain Shift for Single Image Dehazing | Feb 5, 2021 | Image DehazingSingle Image Dehazing | —Unverified | 0 | 0 |
| Joint Transmission Map Estimation and Dehazing using Deep Networks | Aug 2, 2017 | Image DehazingSingle Image Dehazing | —Unverified | 0 | 0 |
| LAP-Net: Level-Aware Progressive Network for Image Dehazing | Oct 1, 2019 | Image DehazingSingle Image Dehazing | —Unverified | 0 | 0 |
| Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond | Nov 18, 2017 | Image DehazingImage Enhancement | —Unverified | 0 | 0 |