| A PDE-Based Image Dehazing Method via Atmospheric Scattering Theory | Jun 10, 2025 | GPUImage Dehazing | —Unverified | 0 |
| Forward-only Diffusion Probabilistic Models | May 22, 2025 | Conditional Image GenerationImage Dehazing | CodeCode Available | 1 |
| UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache | May 20, 2025 | 4k8k | —Unverified | 0 |
| Degradation-Aware Feature Perturbation for All-in-One Image Restoration | May 19, 2025 | AllDeblurring | CodeCode Available | 2 |
| A Preliminary Study for GPT-4o on Image Restoration | May 8, 2025 | Image DehazingImage Generation | CodeCode Available | 1 |
| WDMamba: When Wavelet Degradation Prior Meets Vision Mamba for Image Dehazing | May 7, 2025 | Image DehazingMamba | CodeCode Available | 1 |
| Fine-Tuning Adversarially-Robust Transformers for Single-Image Dehazing | Apr 24, 2025 | Image Dehazingobject-detection | CodeCode Available | 0 |
| snnTrans-DHZ: A Lightweight Spiking Neural Network Architecture for Underwater Image Dehazing | Apr 13, 2025 | Image DehazingImage Reconstruction | —Unverified | 0 |
| SAD-Net: a full spectral self-attention detail enhancement network for single image dehazing | Apr 7, 2025 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 |
| Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing | Mar 25, 2025 | Image DehazingImage Generation | CodeCode Available | 2 |
| Real-World Remote Sensing Image Dehazing: Benchmark and Baseline | Mar 23, 2025 | Image DehazingSelf-Supervised Learning | CodeCode Available | 1 |
| ProDehaze: Prompting Diffusion Models Toward Faithful Image Dehazing | Mar 21, 2025 | HallucinationImage Dehazing | CodeCode Available | 1 |
| Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training | Mar 19, 2025 | Image DehazingWorld Knowledge | CodeCode Available | 1 |
| Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing | Mar 17, 2025 | Image Dehazing | —Unverified | 0 |
| DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space Model | Mar 17, 2025 | Image DehazingSemantic Segmentation | CodeCode Available | 0 |
| Feature Fusion Attention Network with CycleGAN for Image Dehazing, De-Snowing and De-Raining | Mar 8, 2025 | Image DehazingSSIM | —Unverified | 0 |
| Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing | Mar 3, 2025 | DecoderImage Dehazing | —Unverified | 0 |
| CLIP-DQA: Blindly Evaluating Dehazed Images from Global and Local Perspectives Using CLIP | Feb 3, 2025 | Image DehazingImage Quality Assessment | CodeCode Available | 0 |
| EENet: Frequency-Aware and Spatially Multiscale Network for Single Image Dehazing | Feb 1, 2025 | DeblurringImage Defocus Deblurring | CodeCode Available | 0 |
| UR2P-Dehaze: Learning a Simple Image Dehaze Enhancer via Unpaired Rich Physical Prior | Jan 12, 2025 | Image DehazingImage Reconstruction | CodeCode Available | 1 |
| MB-TaylorFormer V2: Improved Multi-branch Linear Transformer Expanded by Taylor Formula for Image Restoration | Jan 8, 2025 | DeblurringDenoising | CodeCode Available | 2 |
| Transformer-Driven Inverse Problem Transform for Fast Blind Hyperspectral Image Dehazing | Jan 3, 2025 | Image DehazingSpectral Super-Resolution | —Unverified | 0 |
| CoA: Towards Real Image Dehazing via Compression-and-Adaptation | Jan 1, 2025 | Image DehazingModel Compression | CodeCode Available | 1 |
| MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration | Dec 28, 2024 | DeblurringDenoising | CodeCode Available | 2 |
| Guided Real Image Dehazing using YCbCr Color Space | Dec 23, 2024 | Image Dehazing | CodeCode Available | 2 |
