| Image Restoration via Frequency Selection | Nov 6, 2023 | DeblurringDenoising | CodeCode Available | 1 |
| Illumination Controllable Dehazing Network based on Unsupervised Retinex Embedding | Jun 9, 2023 | Image DehazingImage Restoration | CodeCode Available | 1 |
| High-quality Image Dehazing with Diffusion Model | Aug 23, 2023 | DenoisingImage Dehazing | CodeCode Available | 1 |
| Image Dehazing Transformer With Transmission-Aware 3D Position Embedding | Jan 1, 2022 | Image DehazingImage Reconstruction | CodeCode Available | 1 |
| Interaction-Guided Two-Branch Image Dehazing Network | Oct 14, 2024 | Image Dehazing | CodeCode Available | 1 |
| Fast Deep Multi-patch Hierarchical Network for Nonhomogeneous Image Dehazing | May 12, 2020 | Image DehazingNonhomogeneous Image 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 |
| Dense Haze: A benchmark for image dehazing with dense-haze and haze-free images | Apr 5, 2019 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| CoA: Towards Real Image Dehazing via Compression-and-Adaptation | Jan 1, 2025 | Image DehazingModel Compression | CodeCode Available | 1 |
| From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data | Aug 6, 2021 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| HazeCLIP: Towards Language Guided Real-World Image Dehazing | Jul 18, 2024 | Image DehazingImage Quality Assessment | CodeCode Available | 1 |
| Rethinking Image Restoration for Object Detection | Nov 1, 2022 | Adversarial AttackDomain Adaptation | CodeCode Available | 1 |
| Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution | Aug 3, 2023 | Image Dehazing | CodeCode Available | 1 |
| A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing | Feb 8, 2022 | DecoderImage Dehazing | CodeCode Available | 1 |
| Forward-only Diffusion Probabilistic Models | May 22, 2025 | Conditional Image GenerationImage Dehazing | CodeCode Available | 1 |
| CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks | Jun 23, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| A Data-Centric Solution to NonHomogeneous Dehazing via Vision Transformer | Apr 16, 2023 | Image Dehazing | CodeCode Available | 1 |
| FriendNet: Detection-Friendly Dehazing Network | Mar 7, 2024 | Autonomous DrivingImage Dehazing | CodeCode Available | 1 |
| Frequency Compensated Diffusion Model for Real-scene Dehazing | Aug 21, 2023 | Image Dehazingmodel | CodeCode Available | 1 |
| Domain Adaptation for Image Dehazing | May 10, 2020 | Domain AdaptationImage Dehazing | CodeCode Available | 1 |
| Compound Multi-branch Feature Fusion for Real Image Restoration | Jun 2, 2022 | DeblurringImage Dehazing | CodeCode Available | 1 |
| Addressing Domain Discrepancy: A Dual-branch Collaborative Model to Unsupervised Dehazing | Jul 14, 2024 | Image Dehazing | CodeCode Available | 1 |
| Contrastive Learning for Compact Single Image Dehazing | Apr 19, 2021 | Contrastive LearningImage Dehazing | CodeCode Available | 1 |
| Complementary Feature Enhanced Network with Vision Transformer for Image Dehazing | Sep 15, 2021 | Image DehazingImage Generation | CodeCode Available | 1 |
| HazeSpace2M: A Dataset for Haze Aware Single Image Dehazing | Sep 25, 2024 | BenchmarkingImage Dehazing | CodeCode Available | 1 |