| A PDE-Based Image Dehazing Method via Atmospheric Scattering Theory | Jun 10, 2025 | GPUImage Dehazing | —Unverified | 0 |
| Fine-Tuning Adversarially-Robust Transformers for Single-Image Dehazing | Apr 24, 2025 | Image Dehazingobject-detection | CodeCode Available | 0 |
| SAD-Net: a full spectral self-attention detail enhancement network for single image dehazing | Apr 7, 2025 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 |
| DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space Model | Mar 17, 2025 | Image DehazingSemantic Segmentation | CodeCode Available | 0 |
| EENet: Frequency-Aware and Spatially Multiscale Network for Single Image Dehazing | Feb 1, 2025 | DeblurringImage Defocus Deblurring | CodeCode Available | 0 |
| MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration | Dec 28, 2024 | DeblurringDenoising | CodeCode Available | 2 |
| Deep Variational Bayesian Modeling of Haze Degradation Process | Dec 4, 2024 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 |
| WTCL-Dehaze: Rethinking Real-world Image Dehazing via Wavelet Transform and Contrastive Learning | Oct 7, 2024 | Autonomous DrivingContrastive Learning | —Unverified | 0 |
| HazeSpace2M: A Dataset for Haze Aware Single Image Dehazing | Sep 25, 2024 | BenchmarkingImage Dehazing | CodeCode Available | 1 |
| Single Image Dehazing Using Scene Depth Ordering | Aug 11, 2024 | Computational EfficiencyImage Dehazing | —Unverified | 0 |
| Scaling Up Single Image Dehazing Algorithm by Cross-Data Vision Alignment for Richer Representation Learning and Beyond | Jul 20, 2024 | Data AugmentationImage Dehazing | CodeCode Available | 0 |
| HazeCLIP: Towards Language Guided Real-World Image Dehazing | Jul 18, 2024 | Image DehazingImage Quality Assessment | CodeCode Available | 1 |
| Haze-Aware Attention Network for Single-Image Dehazing | Jul 16, 2024 | Image DehazingImage Restoration | —Unverified | 0 |
| FALCON: Frequency Adjoint Link with CONtinuous Density Mask for Fast Single Image Dehazing | Jul 1, 2024 | Autonomous DrivingImage Dehazing | —Unverified | 0 |
| Vision Transformer with Key-select Routing Attention for Single Image Dehazing | Jun 28, 2024 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| RobustSAM: Segment Anything Robustly on Degraded Images | Jun 13, 2024 | DeblurringImage Dehazing | CodeCode Available | 3 |
| DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer | Jun 12, 2024 | Image DehazingNonhomogeneous Image Dehazing | CodeCode Available | 2 |
| Rethinking the Elementary Function Fusion for Single-Image Dehazing | May 23, 2024 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 |
| Parallel Cross Strip Attention Network for Single Image Dehazing | May 9, 2024 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| PriorNet: A Novel Lightweight Network with Multidimensional Interactive Attention for Efficient Image Dehazing | Apr 24, 2024 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing | Apr 2, 2024 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| 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 |
| Depth-agnostic Single Image Dehazing | Jan 14, 2024 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Haze Removal via Regional Saturation-Value Translation and Soft Segmentation | Jan 7, 2024 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 |
