| Vision Transformer with Key-select Routing Attention for Single Image Dehazing | Jun 28, 2024 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Revitalizing Convolutional Network for Image Restoration | Jun 25, 2024 | DeblurringImage Deblurring | CodeCode Available | 2 |
| RobustSAM: Segment Anything Robustly on Degraded Images | Jun 13, 2024 | DeblurringImage Dehazing | CodeCode Available | 3 |
| DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer | Jun 12, 2024 | Image DehazingNonhomogeneous Image Dehazing | CodeCode Available | 2 |
| Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network | Jun 12, 2024 | Image Dehazing | CodeCode Available | 2 |
| Correlation Matching Transformation Transformers for UHD Image Restoration | Jun 2, 2024 | DeblurringImage Deblurring | CodeCode Available | 2 |
| Rethinking the Elementary Function Fusion for Single-Image Dehazing | May 23, 2024 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 |
| RSDehamba: Lightweight Vision Mamba for Remote Sensing Satellite Image Dehazing | May 16, 2024 | Computational EfficiencyImage Dehazing | —Unverified | 0 |
| RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing Image Dehazing | May 15, 2024 | DenoisingImage Dehazing | CodeCode Available | 1 |
| Dehazing Remote Sensing and UAV Imagery: A Review of Deep Learning, Prior-based, and Hybrid Approaches | May 13, 2024 | Few-Shot LearningImage Dehazing | —Unverified | 0 |
| Parallel Cross Strip Attention Network for Single Image Dehazing | May 9, 2024 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| ODCR: Orthogonal Decoupling Contrastive Regularization for Unpaired Image Dehazing | Apr 27, 2024 | Image Dehazing | —Unverified | 0 |
| PriorNet: A Novel Lightweight Network with Multidimensional Interactive Attention for Efficient Image Dehazing | Apr 24, 2024 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| PANet: A Physics-guided Parametric Augmentation Net for Image Dehazing by Hazing | Apr 14, 2024 | Image Dehazing | —Unverified | 0 |
| VIFNet: An End-to-end Visible-Infrared Fusion Network for Image Dehazing | Apr 11, 2024 | Image 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 |
| WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing | Apr 2, 2024 | Image DehazingSingle Image Dehazing | CodeCode Available | 1 |
| A Semi-supervised Nighttime Dehazing Baseline with Spatial-Frequency Aware and Realistic Brightness Constraint | Mar 27, 2024 | Image DehazingPseudo Label | CodeCode Available | 2 |
| Omni-Kernel Network for Image Restoration | Mar 24, 2024 | DeblurringImage Defocus Deblurring | CodeCode Available | 2 |
| NightHaze: Nighttime Image Dehazing via Self-Prior Learning | Mar 12, 2024 | Image DehazingImage Enhancement | —Unverified | 0 |
| FriendNet: Detection-Friendly Dehazing Network | Mar 7, 2024 | Autonomous DrivingImage Dehazing | CodeCode Available | 1 |
| Depth Information Assisted Collaborative Mutual Promotion Network for Single Image Dehazing | Mar 2, 2024 | Depth EstimationImage Dehazing | CodeCode Available | 2 |
| Dual-domain strip attention for image restoration | Mar 1, 2024 | DeblurringDenoising | CodeCode Available | 2 |
| Learning to Deblur Polarized Images | Feb 28, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| Physics Informed and Data Driven Simulation of Underwater Images via Residual Learning | Feb 7, 2024 | Image Dehazing | CodeCode Available | 0 |
