| Unified Image Restoration and Enhancement: Degradation Calibrated Cycle Reconstruction Diffusion Model | Dec 19, 2024 | DenoisingImage Deblurring | CodeCode Available | 1 |
| Distilled Pooling Transformer Encoder for Efficient Realistic Image Dehazing | Dec 18, 2024 | Generative Adversarial NetworkImage Dehazing | CodeCode Available | 0 |
| Towards Context-aware Convolutional Network for Image Restoration | Dec 15, 2024 | DeblurringImage Dehazing | —Unverified | 0 |
| Deep Variational Bayesian Modeling of Haze Degradation Process | Dec 4, 2024 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 |
| Frequency-Guided Posterior Sampling for Diffusion-Based Image Restoration | Nov 22, 2024 | DeblurringImage Dehazing | —Unverified | 0 |
| A Polarization Image Dehazing Method Based on the Principle of Physical Diffusion | Nov 15, 2024 | Image Dehazing | —Unverified | 0 |
| Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration | Nov 10, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| YOLO-Vehicle-Pro: A Cloud-Edge Collaborative Framework for Object Detection in Autonomous Driving under Adverse Weather Conditions | Oct 23, 2024 | Autonomous DrivingImage Dehazing | —Unverified | 0 |
| LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset | Oct 21, 2024 | Image DehazingMamba | CodeCode Available | 1 |
| DRACO-DehazeNet: An Efficient Image Dehazing Network Combining Detail Recovery and a Novel Contrastive Learning Paradigm | Oct 18, 2024 | Contrastive LearningImage Dehazing | —Unverified | 0 |
| Interaction-Guided Two-Branch Image Dehazing Network | Oct 14, 2024 | Image Dehazing | CodeCode Available | 1 |
| 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 |
| CasDyF-Net: Image Dehazing via Cascaded Dynamic Filters | Sep 13, 2024 | Image Dehazing | CodeCode Available | 0 |
| Power Line Aerial Image Restoration under dverse Weather: Datasets and Baselines | Sep 7, 2024 | Image DehazingImage Restoration | CodeCode Available | 0 |
| Adapt CLIP as Aggregation Instructor for Image Dehazing | Aug 22, 2024 | Image DehazingMamba | —Unverified | 0 |
| 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 |
| Dual High-Order Total Variation Model for Underwater Image Restoration | Jul 20, 2024 | Image DehazingImage Enhancement | 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 |
| Addressing Domain Discrepancy: A Dual-branch Collaborative Model to Unsupervised Dehazing | Jul 14, 2024 | Image Dehazing | CodeCode Available | 1 |
| Prototype Clustered Diffusion Models for Versatile Inverse Problems | Jul 13, 2024 | DeblurringImage Dehazing | —Unverified | 0 |
| OneRestore: A Universal Restoration Framework for Composite Degradation | Jul 5, 2024 | Image DehazingImage Restoration | CodeCode Available | 3 |
| FALCON: Frequency Adjoint Link with CONtinuous Density Mask for Fast Single Image Dehazing | Jul 1, 2024 | Autonomous DrivingImage Dehazing | —Unverified | 0 |
