| MixDehazeNet : Mix Structure Block For Image Dehazing Network | May 28, 2023 | Image Dehazing | CodeCode Available | 1 |
| SimHaze: game engine simulated data for real-world dehazing | May 25, 2023 | Depth EstimationImage Dehazing | —Unverified | 0 |
| NightHazeFormer: Single Nighttime Haze Removal Using Prior Query Transformer | May 16, 2023 | DecoderImage Dehazing | CodeCode Available | 1 |
| Streamlined Global and Local Features Combinator (SGLC) for High Resolution Image Dehazing | Apr 26, 2023 | Image DehazingNonhomogeneous Image Dehazing | —Unverified | 0 |
| IRNeXt: Rethinking Convolutional Network Design for Image Restoration | Apr 24, 2023 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Dehazing-NeRF: Neural Radiance Fields from Hazy Images | Apr 22, 2023 | 3D Scene ReconstructionImage Dehazing | —Unverified | 0 |
| Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models | Apr 17, 2023 | Bokeh Effect RenderingDenoising | CodeCode Available | 2 |
| SCANet: Self-Paced Semi-Curricular Attention Network for Non-Homogeneous Image Dehazing | Apr 17, 2023 | Image Dehazing | CodeCode Available | 1 |
| A Data-Centric Solution to NonHomogeneous Dehazing via Vision Transformer | Apr 16, 2023 | Image Dehazing | CodeCode Available | 1 |
| Selective Frequency Network for Image Restoration | Apr 13, 2023 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors | Apr 8, 2023 | Image DehazingVocal Bursts Intensity Prediction | CodeCode Available | 2 |
| Fooling the Image Dehazing Models by First Order Gradient | Mar 30, 2023 | Adversarial AttackImage 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 |
| Curricular Contrastive Regularization for Physics-aware Single Image Dehazing | Mar 24, 2023 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| Neural Preset for Color Style Transfer | Mar 23, 2023 | 4kColor Normalization | CodeCode Available | 2 |
| Reliable Image Dehazing by NeRF | Mar 16, 2023 | Image DehazingNeRF | —Unverified | 0 |
| SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency | Mar 13, 2023 | Image DehazingImage Generation | CodeCode Available | 1 |
| Non-aligned supervision for Real Image Dehazing | Mar 8, 2023 | Image Dehazing | —Unverified | 0 |
| Transmission-Guided Bayesian Generative Model for Smoke Segmentation | Mar 2, 2023 | Image DehazingImage Segmentation | CodeCode Available | 1 |
| DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention | Jan 12, 2023 | Image Dehazing | CodeCode Available | 2 |
| Focal Network for Image Restoration | Jan 1, 2023 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| Restoring Vision in Hazy Weather with Hierarchical Contrastive Learning | Dec 22, 2022 | Contrastive LearningImage Dehazing | —Unverified | 0 |
| Relationship Quantification of Image Degradations | Dec 8, 2022 | DenoisingImage Dehazing | —Unverified | 0 |
| Encoder-Decoder Network with Guided Transmission Map: Architecture | Dec 7, 2022 | DecoderImage Dehazing | —Unverified | 0 |
| Dehazed Image Quality Evaluation: From Partial Discrepancy to Blind Perception | Nov 22, 2022 | Image Dehazing | —Unverified | 0 |
| Towards Generalization on Real Domain for Single Image Dehazing via Meta-Learning | Nov 14, 2022 | Domain GeneralizationImage Dehazing | —Unverified | 0 |
| Rethinking Image Restoration for Object Detection | Nov 1, 2022 | Adversarial AttackDomain Adaptation | CodeCode Available | 1 |
| Semi-UFormer: Semi-supervised Uncertainty-aware Transformer for Image Dehazing | Oct 28, 2022 | Image DehazingKnowledge Distillation | —Unverified | 0 |
| Deep Fourier Up-Sampling | Oct 11, 2022 | Image DehazingImage Segmentation | CodeCode Available | 0 |
| Structure Representation Network and Uncertainty Feedback Learning for Dense Non-Uniform Fog Removal | Oct 6, 2022 | Image DehazingImage Enhancement | CodeCode Available | 1 |
| Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration | Oct 3, 2022 | DecoderImage Dehazing | —Unverified | 0 |
| Rethinking Performance Gains in Image Dehazing Networks | Sep 23, 2022 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| Dual-Scale Single Image Dehazing Via Neural Augmentation | Sep 13, 2022 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| LKD-Net: Large Kernel Convolution Network for Single Image Dehazing | Sep 5, 2022 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| TogetherNet: Bridging Image Restoration and Object Detection Together via Dynamic Enhancement Learning | Sep 3, 2022 | Image DehazingImage Restoration | CodeCode Available | 1 |
| Learning Hierarchical Dynamics with Spatial Adjacency for Image Enhancement | Aug 10, 2022 | Image DehazingImage Enhancement | CodeCode Available | 0 |
| Global-Local Stepwise Generative Network for Ultra High-Resolution Image Restoration | Jul 16, 2022 | 4kImage Dehazing | CodeCode Available | 0 |
| Source-Free Domain Adaptation for Real-world Image Dehazing | Jul 14, 2022 | Domain AdaptationImage Dehazing | —Unverified | 0 |
| Rich Feature Distillation with Feature Affinity Module for Efficient Image Dehazing | Jul 13, 2022 | Contrastive Learningimage-classification | —Unverified | 0 |
| Deep Learning Eliminates Massive Dust Storms from Images of Tianwen-1 | Jun 21, 2022 | Image Dehazing | —Unverified | 0 |
| 0/1 Deep Neural Networks via Block Coordinate Descent | Jun 19, 2022 | 10-shot image generation | —Unverified | 0 |
| Orthogonal Transform based Generative Adversarial Network for Image Dehazing | Jun 3, 2022 | Generative Adversarial NetworkImage Dehazing | —Unverified | 0 |
| Compound Multi-branch Feature Fusion for Real Image Restoration | Jun 2, 2022 | DeblurringImage Dehazing | CodeCode Available | 1 |
| UCL-Dehaze: Towards Real-world Image Dehazing via Unsupervised Contrastive Learning | May 4, 2022 | Contrastive LearningImage Dehazing | CodeCode Available | 1 |
| Towards Efficient Single Image Dehazing and Desnowing | Apr 19, 2022 | Image DehazingImage Restoration | —Unverified | 0 |
| Vision Transformers for Single Image Dehazing | Apr 8, 2022 | Image DehazingSingle Image Dehazing | CodeCode Available | 2 |
| Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction | Mar 29, 2022 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Near-Infrared Depth-Independent Image Dehazing using Haar Wavelets | Mar 26, 2022 | Image Dehazing | —Unverified | 0 |
| Mutual Learning for Domain Adaptation: Self-distillation Image Dehazing Network with Sample-cycle | Mar 17, 2022 | Domain AdaptationImage Dehazing | —Unverified | 0 |
| Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning | Mar 15, 2022 | Contrastive LearningDisentanglement | —Unverified | 0 |
