| 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 |
| Exploring the potential of channel interactions for image restoration | Dec 20, 2023 | DeblurringImage Deblurring | CodeCode Available | 1 |
| DHFormer: A Vision Transformer-Based Attention Module for Image Dehazing | Dec 15, 2023 | Image Dehazing | —Unverified | 0 |
| Encoder-minimal and Decoder-minimal Framework for Remote Sensing Image Dehazing | Dec 13, 2023 | DecoderImage Dehazing | CodeCode Available | 0 |
| Real-world image dehazing with improved joint enhancement and exposure fusion | Dec 9, 2023 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 |
| Image Restoration via Frequency Selection | Nov 6, 2023 | DeblurringDenoising | CodeCode Available | 1 |
| Controlling Vision-Language Models for Multi-Task Image Restoration | Oct 2, 2023 | Image DehazingImage Denoising | CodeCode Available | 2 |
| Prompt-based test-time real image dehazing: a novel pipeline | Sep 29, 2023 | Image Dehazing | CodeCode Available | 1 |
| Accurate and lightweight dehazing via multi-receptive-field non-local network and novel contrastive regularization | Sep 28, 2023 | Image Dehazing | —Unverified | 0 |
| Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration | Sep 12, 2023 | Contrastive LearningImage Dehazing | CodeCode Available | 1 |
| MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing | Aug 27, 2023 | Image Dehazing | CodeCode Available | 1 |
| High-quality Image Dehazing with Diffusion Model | Aug 23, 2023 | DenoisingImage Dehazing | CodeCode Available | 1 |
| Frequency Compensated Diffusion Model for Real-scene Dehazing | Aug 21, 2023 | Image Dehazingmodel | CodeCode Available | 1 |
| 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 |
| Decomposition Ascribed Synergistic Learning for Unified Image Restoration | Aug 1, 2023 | DeblurringDenoising | —Unverified | 0 |
| Visibility Enhancement for Low-light Hazy Scenarios | Aug 1, 2023 | Image DehazingSSIM | —Unverified | 0 |
| DFR-Net: Density Feature Refinement Network for Image Dehazing Utilizing Haze Density Difference | Jul 26, 2023 | Image Dehazing | —Unverified | 0 |
| Uni-Removal: A Semi-Supervised Framework for Simultaneously Addressing Multiple Degradations in Real-World Images | Jul 11, 2023 | DeblurringDomain Adaptation | —Unverified | 0 |
| RB-Dust -- A Reference-based Dataset for Vision-based Dust Removal | Jun 12, 2023 | Image DehazingImage Enhancement | —Unverified | 0 |
| SAGE-NDVI: A Stereotype-Breaking Evaluation Metric for Remote Sensing Image Dehazing Using Satellite-to-Ground NDVI Knowledge | Jun 9, 2023 | Image DehazingSSIM | —Unverified | 0 |
| Illumination Controllable Dehazing Network based on Unsupervised Retinex Embedding | Jun 9, 2023 | Image DehazingImage Restoration | CodeCode Available | 1 |
