| PMHLD: Patch Map Based Hybrid Learning DehazeNet for Single Image Haze Removal | May 14, 2020 | Computational PhenotypingDenoising | CodeCode Available | 1 |
| PSD: Principled Synthetic-to-Real Dehazing Guided by Physical Priors | Jun 19, 2021 | Image Dehazing | CodeCode Available | 1 |
| Complementary Feature Enhanced Network with Vision Transformer for Image Dehazing | Sep 15, 2021 | Image DehazingImage Generation | CodeCode Available | 1 |
| High-quality Image Dehazing with Diffusion Model | Aug 23, 2023 | DenoisingImage Dehazing | CodeCode Available | 1 |
| Blind Video Temporal Consistency via Deep Video Prior | Oct 22, 2020 | ColorizationImage Dehazing | CodeCode Available | 1 |
| TSNet:A Two-stage Network for Image Dehazing with Multi-scale Fusion and Adaptive Learning | Apr 3, 2024 | 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 |
| Curricular Contrastive Regularization for Physics-aware Single Image Dehazing | Mar 24, 2023 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| UR2P-Dehaze: Learning a Simple Image Dehaze Enhancer via Unpaired Rich Physical Prior | Jan 12, 2025 | Image DehazingImage Reconstruction | CodeCode Available | 1 |
| VIFNet: An End-to-end Visible-Infrared Fusion Network for Image Dehazing | Apr 11, 2024 | Image Dehazing | CodeCode Available | 1 |
| Fooling the Image Dehazing Models by First Order Gradient | Mar 30, 2023 | Adversarial AttackImage Dehazing | CodeCode Available | 1 |
| NightHazeFormer: Single Nighttime Haze Removal Using Prior Query Transformer | May 16, 2023 | DecoderImage Dehazing | CodeCode Available | 1 |
| Perceiving and Modeling Density is All You Need for Image Dehazing | Nov 18, 2021 | AllImage Dehazing | CodeCode Available | 1 |
| Selective Frequency Network for Image Restoration | Apr 13, 2023 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| Modeling Deep Learning Based Privacy Attacks on Physical Mail | Dec 22, 2020 | Deep LearningDenoising | CodeCode Available | 1 |
| MixDehazeNet : Mix Structure Block For Image Dehazing Network | May 28, 2023 | Image Dehazing | CodeCode Available | 1 |
| Multi-Scale Boosted Dehazing Network with Dense Feature Fusion | Apr 28, 2020 | DecoderImage Dehazing | CodeCode Available | 1 |
| Contrastive Learning for Compact Single Image Dehazing | Apr 19, 2021 | Contrastive LearningImage Dehazing | CodeCode Available | 1 |
| Addressing Domain Discrepancy: A Dual-branch Collaborative Model to Unsupervised Dehazing | Jul 14, 2024 | Image Dehazing | CodeCode Available | 1 |
| Compound Multi-branch Feature Fusion for Real Image Restoration | Jun 2, 2022 | DeblurringImage Dehazing | CodeCode Available | 1 |
| Forward-only Diffusion Probabilistic Models | May 22, 2025 | Conditional Image GenerationImage 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 |
| Mutual Information-driven Triple Interaction Network for Efficient Image Dehazing | Aug 14, 2023 | Image Dehazing | CodeCode Available | 1 |
| Domain Adaptation for Image Dehazing | May 10, 2020 | Domain AdaptationImage Dehazing | CodeCode Available | 1 |
| CoA: Towards Real Image Dehazing via Compression-and-Adaptation | Jan 1, 2025 | Image DehazingModel Compression | CodeCode Available | 1 |
| IRNeXt: Rethinking Convolutional Network Design for Image Restoration | Apr 24, 2023 | DeblurringImage Deblurring | CodeCode Available | 1 |
| A Data-Centric Solution to NonHomogeneous Dehazing via Vision Transformer | Apr 16, 2023 | Image Dehazing | CodeCode Available | 1 |
| Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration | Sep 12, 2023 | Contrastive LearningImage Dehazing | CodeCode Available | 1 |
| FriendNet: Detection-Friendly Dehazing Network | Mar 7, 2024 | Autonomous DrivingImage Dehazing | CodeCode Available | 1 |
| LKD-Net: Large Kernel Convolution Network for Single Image Dehazing | Sep 5, 2022 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| Frequency Compensated Diffusion Model for Real-scene Dehazing | Aug 21, 2023 | Image Dehazingmodel | CodeCode Available | 1 |
| A Preliminary Study for GPT-4o on Image Restoration | May 8, 2025 | Image DehazingImage Generation | CodeCode Available | 1 |
| Physically Disentangled Intra- and Inter-Domain Adaptation for Varicolored Haze Removal | Jan 1, 2022 | Domain AdaptationImage Dehazing | CodeCode Available | 1 |
| From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data | Aug 6, 2021 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| ProDehaze: Prompting Diffusion Models Toward Faithful Image Dehazing | Mar 21, 2025 | HallucinationImage 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 |
| CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks | Jun 23, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution | Aug 3, 2023 | Image Dehazing | CodeCode Available | 1 |
| Rethinking Image Restoration for Object Detection | Nov 1, 2022 | Adversarial AttackDomain Adaptation | CodeCode Available | 1 |
| Focal Network for Image Restoration | Jan 1, 2023 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| Interaction-Guided Two-Branch Image Dehazing Network | Oct 14, 2024 | Image Dehazing | CodeCode Available | 1 |
| LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset | Oct 21, 2024 | Image DehazingMamba | CodeCode Available | 1 |
| Self-Augmented Unpaired Image Dehazing via Density and Depth Decomposition | Jan 1, 2022 | Image Dehazing | 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 |
| Fast Deep Multi-patch Hierarchical Network for Nonhomogeneous Image Dehazing | May 12, 2020 | Image DehazingNonhomogeneous Image Dehazing | CodeCode Available | 1 |
| Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed Images | Oct 9, 2020 | Image DehazingImage Generation | CodeCode Available | 1 |
| Image Dehazing Transformer With Transmission-Aware 3D Position Embedding | Jan 1, 2022 | Image DehazingImage Reconstruction | CodeCode Available | 1 |
| A Two-branch Neural Network for Non-homogeneous Dehazing via Ensemble Learning | Apr 18, 2021 | Ensemble LearningImage Dehazing | CodeCode Available | 1 |
| Depth and Reflection Total Variation for Single Image Dehazing | Jan 22, 2016 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
