| RobustSAM: Segment Anything Robustly on Degraded Images | Jun 13, 2024 | DeblurringImage Dehazing | CodeCode Available | 3 |
| MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration | Dec 28, 2024 | DeblurringDenoising | CodeCode Available | 2 |
| DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer | Jun 12, 2024 | Image DehazingNonhomogeneous Image Dehazing | CodeCode Available | 2 |
| Depth Information Assisted Collaborative Mutual Promotion Network for Single Image Dehazing | Mar 2, 2024 | Depth EstimationImage Dehazing | CodeCode Available | 2 |
| U-shaped Vision Mamba for Single Image Dehazing | Feb 6, 2024 | Image DehazingImage Restoration | CodeCode Available | 2 |
| Image Restoration with Mean-Reverting Stochastic Differential Equations | Jan 27, 2023 | DeblurringDenoising | CodeCode Available | 2 |
| Vision Transformers for Single Image Dehazing | Apr 8, 2022 | Image DehazingSingle Image Dehazing | CodeCode Available | 2 |
| HazeSpace2M: A Dataset for Haze Aware Single Image Dehazing | Sep 25, 2024 | BenchmarkingImage Dehazing | CodeCode Available | 1 |
| HazeCLIP: Towards Language Guided Real-World Image Dehazing | Jul 18, 2024 | Image DehazingImage Quality Assessment | CodeCode Available | 1 |
| WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing | Apr 2, 2024 | Image DehazingSingle Image Dehazing | 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 |
| 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 |
| 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 |
| Image Dehazing Transformer With Transmission-Aware 3D Position Embedding | Jan 1, 2022 | Image DehazingImage Reconstruction | CodeCode Available | 1 |
| TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions | Nov 29, 2021 | AllDecoder | CodeCode Available | 1 |
| Perceiving and Modeling Density is All You Need for Image Dehazing | Nov 18, 2021 | AllImage Dehazing | CodeCode Available | 1 |
| Complementary Feature Enhanced Network with Vision Transformer for Image Dehazing | Sep 15, 2021 | Image DehazingImage Generation | CodeCode Available | 1 |
| From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data | Aug 6, 2021 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| Ultra-High-Definition Image Dehazing via Multi-Guided Bilateral Learning | Jun 19, 2021 | 4kGPU | 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 |
