Image dehazing/defogging

The repository mainly contains works with publicly available code in the field of image defogging or dehazing.

Papers

2023

• CVPR2023 Curricular Contrastive Regularization for Physics-aware Single Image Dehazing [code]
• CVPR2023 Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior [code]
• CVPR2023 Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow [code]
• WACV2023 Aerial Image Dehazing with Attentive Deformable Transformers [code]
• WACV2023 Domain Adaptive Object Detection for Autonomous Driving under Foggy Weather [code]
• TIP2023 Single Image Dehazing Using Saturation Line Prior [code]
• ICCV2023 MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing [code]

2022

• CVPR2022 Image Dehazing Transformer with Transmission-Aware 3D Position Embedding [code]
• CVPR2022 Self-augmented Unpaired Image Dehazing via Density and Depth Decomposition [code]
• CVPR2022 FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation [code]

2021

• TMM2021 Joint Contrast Enhancement and Exposure Fusion for Real-World Image Dehazing [code]
• CVPR2021 Contrastive Learning for Compact Single Image Dehazing [code]
• CVPR2021 PSD: Principled Synthetic-to-Real Dehazing Guided by Physical Priors [code]
• TMM2021 USID-Net: Unsupervised Single Image Dehazing Network via Disentangled Representations [code]
• TIP2021 IDRLP: Image Dehazing Using Region Line Prior [code]
• ICCV2021 Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather [code]

2020

• MM2020 Nighttime Dehazing with a Synthetic Benchmark [code]
• TIP2020 Image Defogging Quality Assessment: Real-world Database and Method [code]
• TCSVT2020 Color Cast Dependent Image Dehazing via Adaptive Airlight Refinement and Non-Linear Color Balancing [code]

2015

• ICCV2015 Nighttime Haze Removal with Glow and Multiple Light Colors [code]