| Image Dehazing via Joint Estimation of Transmittance Map and Environmental Illumination | Dec 4, 2018 | Image Dehazing | CodeCode Available | 0 |
| "Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors | Dec 2, 2018 | Image DehazingImage Segmentation | CodeCode Available | 0 |
| Reconstruction Loss Minimized FCN for Single Image Dehazing | Nov 27, 2018 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Gated Context Aggregation Network for Image Dehazing and Deraining | Nov 21, 2018 | Image DehazingRain Removal | CodeCode Available | 0 |
| Underwater Single Image Color Restoration Using Haze-Lines and a New Quantitative Dataset | Nov 4, 2018 | Image DehazingImage Enhancement | CodeCode Available | 0 |
| Single Image Haze Removal using a Generative Adversarial Network | Oct 22, 2018 | Generative Adversarial NetworkImage Dehazing | CodeCode Available | 0 |
| Does Haze Removal Help CNN-based Image Classification? | Oct 12, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Generic Model-Agnostic Convolutional Neural Network for Single Image Dehazing | Oct 5, 2018 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 |
| Progressive Feature Fusion Network for Realistic Image Dehazing | Oct 4, 2018 | 4kDecoder | CodeCode Available | 0 |
| Proximal Dehaze-Net: A Prior Learning-Based Deep Network for Single Image Dehazing | Sep 1, 2018 | Deep LearningImage Dehazing | —Unverified | 0 |
| Single Image Dehazing Based on Generic Regularity | Aug 26, 2018 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Physics-Based Generative Adversarial Models for Image Restoration and Beyond | Aug 2, 2018 | DeblurringImage Deblurring | —Unverified | 0 |
| Improved Techniques for Learning to Dehaze and Beyond: A Collective Study | Jun 30, 2018 | Image DehazingImage Restoration | CodeCode Available | 0 |
| Single Image Dehazing via Conditional Generative Adversarial Network | Jun 1, 2018 | DecoderGenerative Adversarial Network | —Unverified | 0 |
| Deep-Energy: Unsupervised Training of Deep Neural Networks | May 31, 2018 | Image DehazingImage Matting | CodeCode Available | 0 |
| Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing | May 14, 2018 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 |
| The Effectiveness of Instance Normalization: a Strong Baseline for Single Image Dehazing | May 8, 2018 | DecoderImage Dehazing | —Unverified | 0 |
| PAD-Net: A Perception-Aided Single Image Dehazing Network | May 8, 2018 | Image DehazingMS-SSIM | CodeCode Available | 0 |
| An Image dehazing approach based on the airlight field estimation | May 6, 2018 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Perceptually Optimized Generative Adversarial Network for Single Image Dehazing | May 3, 2018 | DenoisingGenerative Adversarial Network | —Unverified | 0 |
| Semantic Single-Image Dehazing | Apr 16, 2018 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| I-HAZE: a dehazing benchmark with real hazy and haze-free indoor images | Apr 13, 2018 | Image DehazingSSIM | CodeCode Available | 0 |
| Gated Fusion Network for Single Image Dehazing | Mar 31, 2018 | DecoderImage Dehazing | —Unverified | 0 |
| Densely Connected Pyramid Dehazing Network | Mar 22, 2018 | DecoderGenerative Adversarial Network | CodeCode Available | 0 |
| A Cascaded Convolutional Neural Network for Single Image Dehazing | Mar 21, 2018 | Image DehazingImage Restoration | —Unverified | 0 |
| Single Image Dehazing Using Color Ellipsoid Prior | Feb 1, 2018 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 |
| C2MSNet: A Novel approach for single image haze removal | Jan 25, 2018 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Fully Point-wise Convolutional Neural Network for Modeling Statistical Regularities in Natural Images | Jan 19, 2018 | Color ConstancyDiversity | —Unverified | 0 |
| Benchmarking Single Image Dehazing and Beyond | Dec 12, 2017 | BenchmarkingImage Dehazing | CodeCode Available | 0 |
| On the Duality Between Retinex and Image Dehazing | Dec 7, 2017 | Image DehazingImage Enhancement | —Unverified | 0 |
| DR-Net: Transmission Steered Single Image Dehazing Network with Weakly Supervised Refinement | Dec 2, 2017 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond | Nov 18, 2017 | Image DehazingImage Enhancement | —Unverified | 0 |
| AOD-Net: All-In-One Dehazing Network | Oct 1, 2017 | AllImage Dehazing | —Unverified | 0 |
| Image Dehazing using Bilinear Composition Loss Function | Oct 1, 2017 | BlockingImage Dehazing | —Unverified | 0 |
| End-to-End United Video Dehazing and Detection | Sep 12, 2017 | Image Dehazingobject-detection | —Unverified | 0 |
| Semantic Foggy Scene Understanding with Synthetic Data | Aug 25, 2017 | Image Dehazingobject-detection | —Unverified | 0 |
| Joint Transmission Map Estimation and Dehazing using Deep Networks | Aug 2, 2017 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| An All-in-One Network for Dehazing and Beyond | Jul 20, 2017 | AllImage Dehazing | CodeCode Available | 0 |
| Near-Infrared Image Dehazing Via Color Regularization | Oct 1, 2016 | Image Dehazing | —Unverified | 0 |
| Single Image Dehazing via Multi-scale Convolutional Neural Networks | Sep 17, 2016 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 |
| Non-Local Image Dehazing | Jun 1, 2016 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| DehazeNet: An End-to-End System for Single Image Haze Removal | Jan 28, 2016 | Image DehazingSingle Image Haze Removal | CodeCode Available | 0 |
| Depth and Reflection Total Variation for Single Image Dehazing | Jan 22, 2016 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Single Image Dehazing through Improved Atmospheric Light Estimation | Oct 5, 2015 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Investigating Haze-relevant Features in A Learning Framework for Image Dehazing | Jun 1, 2014 | Image Dehazing | —Unverified | 0 |
