| GMAN: A Graph Multi-Attention Network for Traffic Prediction | Nov 11, 2019 | DecoderImage Dehazing | CodeCode Available | 0 | 5 |
| Distilled Pooling Transformer Encoder for Efficient Realistic Image Dehazing | Dec 18, 2024 | Generative Adversarial NetworkImage Dehazing | CodeCode Available | 0 | 5 |
| Progressive Feature Fusion Network for Realistic Image Dehazing | Oct 4, 2018 | 4kDecoder | CodeCode Available | 0 | 5 |
| Deep Variational Bayesian Modeling of Haze Degradation Process | Dec 4, 2024 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
| GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing | Aug 8, 2019 | Dimensionality ReductionDiversity | CodeCode Available | 0 | 5 |
| Scaling Up Single Image Dehazing Algorithm by Cross-Data Vision Alignment for Richer Representation Learning and Beyond | Jul 20, 2024 | Data AugmentationImage Dehazing | CodeCode Available | 0 | 5 |
| PAD-Net: A Perception-Aided Single Image Dehazing Network | May 8, 2018 | Image DehazingMS-SSIM | CodeCode Available | 0 | 5 |
| Dual High-Order Total Variation Model for Underwater Image Restoration | Jul 20, 2024 | Image DehazingImage Enhancement | CodeCode Available | 0 | 5 |
| CLIP-DQA: Blindly Evaluating Dehazed Images from Global and Local Perspectives Using CLIP | Feb 3, 2025 | Image DehazingImage Quality Assessment | CodeCode Available | 0 | 5 |
| An All-in-One Network for Dehazing and Beyond | Jul 20, 2017 | AllImage Dehazing | CodeCode Available | 0 | 5 |
| Enhanced Pix2pix Dehazing Network | Jun 1, 2019 | Generative Adversarial NetworkImage Dehazing | CodeCode Available | 0 | 5 |
| Real-world image dehazing with improved joint enhancement and exposure fusion | Dec 9, 2023 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
| Lower Bound on Transmission Using Non-Linear Bounding Function in Single Image Dehazing | Feb 28, 2020 | Image DehazingNonhomogeneous Image Dehazing | CodeCode Available | 0 | 5 |
| Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing | May 14, 2018 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
| Encoder-minimal and Decoder-minimal Framework for Remote Sensing Image Dehazing | Dec 13, 2023 | DecoderImage Dehazing | CodeCode Available | 0 | 5 |
| FAMED-Net: A Fast and Accurate Multi-scale End-to-end Dehazing Network | Jun 11, 2019 | Computational EfficiencyImage Dehazing | CodeCode Available | 0 | 5 |
| DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space Model | Mar 17, 2025 | Image DehazingSemantic Segmentation | CodeCode Available | 0 | 5 |
| Fast Single Image Dehazing via Multilevel Wavelet Transform based Optimization | Apr 18, 2019 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 | 5 |
| Distilling Image Dehazing With Heterogeneous Task Imitation | Jun 1, 2020 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Haze Removal via Regional Saturation-Value Translation and Soft Segmentation | Jan 7, 2024 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
| Rethinking the Elementary Function Fusion for Single-Image Dehazing | May 23, 2024 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
| Retinex-Based Laplacian Pyramid Method for Image Defogging | Aug 13, 2019 | Image Dehazing | CodeCode Available | 0 | 5 |
| Power Line Aerial Image Restoration under dverse Weather: Datasets and Baselines | Sep 7, 2024 | Image DehazingImage Restoration | CodeCode Available | 0 | 5 |
| PMS-Net: Robust Haze Removal Based on Patch Map for Single Images | Jun 1, 2019 | Computational PhenotypingDenoising | CodeCode Available | 0 | 5 |
| Improved Techniques for Learning to Dehaze and Beyond: A Collective Study | Jun 30, 2018 | Image DehazingImage Restoration | CodeCode Available | 0 | 5 |
| Physics Informed and Data Driven Simulation of Underwater Images via Residual Learning | Feb 7, 2024 | Image Dehazing | CodeCode Available | 0 | 5 |
| Efficient Re-parameterization Residual Attention Network For Nonhomogeneous Image Dehazing | Sep 12, 2021 | Image DehazingNonhomogeneous Image Dehazing | CodeCode Available | 0 | 5 |
| Feature Forwarding for Efficient Single Image Dehazing | Apr 19, 2019 | Decision MakingDecoder | CodeCode Available | 0 | 5 |
| EENet: Frequency-Aware and Spatially Multiscale Network for Single Image Dehazing | Feb 1, 2025 | DeblurringImage Defocus Deblurring | CodeCode Available | 0 | 5 |
| DehazeNet: An End-to-End System for Single Image Haze Removal | Jan 28, 2016 | Image DehazingSingle Image Haze Removal | CodeCode Available | 0 | 5 |
| SAD-Net: a full spectral self-attention detail enhancement network for single image dehazing | Apr 7, 2025 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
| FFA-Net: Feature Fusion Attention Network for Single Image Dehazing | Nov 18, 2019 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
| Learning Hierarchical Dynamics with Spatial Adjacency for Image Enhancement | Aug 10, 2022 | Image DehazingImage Enhancement | CodeCode Available | 0 | 5 |
| Learning of Image Dehazing Models for Segmentation Tasks | Mar 4, 2019 | Image DehazingImage Segmentation | CodeCode Available | 0 | 5 |
| Underwater Single Image Color Restoration Using Haze-Lines and a New Quantitative Dataset | Nov 4, 2018 | Image DehazingImage Enhancement | CodeCode Available | 0 | 5 |
| Benchmarking Single Image Dehazing and Beyond | Dec 12, 2017 | BenchmarkingImage Dehazing | CodeCode Available | 0 | 5 |
| Fine-Tuning Adversarially-Robust Transformers for Single-Image Dehazing | Apr 24, 2025 | Image Dehazingobject-detection | CodeCode Available | 0 | 5 |
| BidNet: Binocular Image Dehazing Without Explicit Disparity Estimation | Jun 1, 2020 | 3D Object DetectionDisparity Estimation | CodeCode Available | 0 | 5 |
| I-HAZE: a dehazing benchmark with real hazy and haze-free indoor images | Apr 13, 2018 | Image DehazingSSIM | CodeCode Available | 0 | 5 |
| Non-Homogeneous Haze Removal via Artificial Scene Prior and Bidimensional Graph Reasoning | Apr 5, 2021 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
| Unsupervised Single Image Dehazing Using Dark Channel Prior Loss | Dec 6, 2018 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
| DHSGAN: An End to End Dehazing Network for Fog and Smoke | May 26, 2019 | Generative Adversarial NetworkImage Dehazing | CodeCode Available | 0 | 5 |
| An ensemble multi-scale residual attention network (EMRA-net) for image Dehazing | Jun 23, 2021 | Image DehazingImage Quality Assessment | CodeCode Available | 0 | 5 |
| Densely Connected Pyramid Dehazing Network | Mar 22, 2018 | DecoderGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Single Image Dehazing Using Color Ellipsoid Prior | Feb 1, 2018 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
| Deep-Energy: Unsupervised Training of Deep Neural Networks | May 31, 2018 | Image DehazingImage Matting | CodeCode Available | 0 | 5 |
| Deep Fourier Up-Sampling | Oct 11, 2022 | Image DehazingImage Segmentation | CodeCode Available | 0 | 5 |
| AOD-Net: All-In-One Dehazing Network | Oct 1, 2017 | AllImage Dehazing | CodeCode Available | 0 | 5 |
| Gated Context Aggregation Network for Image Dehazing and Deraining | Nov 21, 2018 | Image DehazingRain Removal | CodeCode Available | 0 | 5 |
| Single Image Dehazing via Multi-scale Convolutional Neural Networks | Sep 17, 2016 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 | 5 |
