| Mutual Information-driven Triple Interaction Network for Efficient Image Dehazing | Aug 14, 2023 | Image Dehazing | CodeCode Available | 1 |
| Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution | Aug 3, 2023 | Image Dehazing | CodeCode Available | 1 |
| Strip Attention for Image Restoration | Aug 1, 2023 | Image DehazingImage Restoration | CodeCode Available | 1 |
| Illumination Controllable Dehazing Network based on Unsupervised Retinex Embedding | Jun 9, 2023 | Image DehazingImage Restoration | CodeCode Available | 1 |
| MixDehazeNet : Mix Structure Block For Image Dehazing Network | May 28, 2023 | Image Dehazing | CodeCode Available | 1 |
| NightHazeFormer: Single Nighttime Haze Removal Using Prior Query Transformer | May 16, 2023 | DecoderImage Dehazing | CodeCode Available | 1 |
| IRNeXt: Rethinking Convolutional Network Design for Image Restoration | Apr 24, 2023 | DeblurringImage Deblurring | CodeCode Available | 1 |
| SCANet: Self-Paced Semi-Curricular Attention Network for Non-Homogeneous Image Dehazing | Apr 17, 2023 | Image Dehazing | CodeCode Available | 1 |
| A Data-Centric Solution to NonHomogeneous Dehazing via Vision Transformer | Apr 16, 2023 | Image Dehazing | CodeCode Available | 1 |
| Selective Frequency Network for Image Restoration | Apr 13, 2023 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| Fooling the Image Dehazing Models by First Order Gradient | Mar 30, 2023 | Adversarial AttackImage Dehazing | CodeCode Available | 1 |
| 4K-HAZE: A Dehazing Benchmark with 4K Resolution Hazy and Haze-Free Images | Mar 28, 2023 | 4kDepth Estimation | CodeCode Available | 1 |
| Curricular Contrastive Regularization for Physics-aware Single Image Dehazing | Mar 24, 2023 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency | Mar 13, 2023 | Image DehazingImage Generation | CodeCode Available | 1 |
| Transmission-Guided Bayesian Generative Model for Smoke Segmentation | Mar 2, 2023 | Image DehazingImage Segmentation | CodeCode Available | 1 |
| Focal Network for Image Restoration | Jan 1, 2023 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| Rethinking Image Restoration for Object Detection | Nov 1, 2022 | Adversarial AttackDomain Adaptation | 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 |
| LKD-Net: Large Kernel Convolution Network for Single Image Dehazing | Sep 5, 2022 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| TogetherNet: Bridging Image Restoration and Object Detection Together via Dynamic Enhancement Learning | Sep 3, 2022 | Image DehazingImage Restoration | CodeCode Available | 1 |
| Compound Multi-branch Feature Fusion for Real Image Restoration | Jun 2, 2022 | DeblurringImage Dehazing | CodeCode Available | 1 |
| UCL-Dehaze: Towards Real-world Image Dehazing via Unsupervised Contrastive Learning | May 4, 2022 | Contrastive LearningImage Dehazing | CodeCode Available | 1 |
| Single UHD Image Dehazing via Interpretable Pyramid Network | Feb 17, 2022 | 4kGPU | CodeCode Available | 1 |
| A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing | Feb 8, 2022 | DecoderImage Dehazing | CodeCode Available | 1 |
