| UniUIR: Considering Underwater Image Restoration as An All-in-One Learner | Jan 22, 2025 | AllDepth Estimation | —Unverified | 0 |
| Color Correction Meets Cross-Spectral Refinement: A Distribution-Aware Diffusion for Underwater Image Restoration | Jan 8, 2025 | Computational EfficiencyDenoising | —Unverified | 0 |
| Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis | Jan 6, 2025 | BenchmarkingImage Enhancement | CodeCode Available | 1 |
| Underwater Image Restoration via Polymorphic Large Kernel CNNs | Dec 24, 2024 | Computational EfficiencyFeature Importance | CodeCode Available | 1 |
| NeuroPump: Simultaneous Geometric and Color Rectification for Underwater Images | Dec 20, 2024 | Image RestorationNeRF | —Unverified | 0 |
| Unified Image Restoration and Enhancement: Degradation Calibrated Cycle Reconstruction Diffusion Model | Dec 19, 2024 | DenoisingImage Deblurring | CodeCode Available | 1 |
| Blind Underwater Image Restoration using Co-Operational Regressor Networks | Dec 5, 2024 | Image RestorationUnderwater Image Restoration | —Unverified | 0 |
| Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond | Dec 2, 2024 | Image EnhancementImage Restoration | CodeCode Available | 1 |
| U2NeRF: Unsupervised Underwater Image Restoration and Neural Radiance Fields | Nov 25, 2024 | Image RestorationNeRF | —Unverified | 0 |
| Aquatic-GS: A Hybrid 3D Representation for Underwater Scenes | Oct 31, 2024 | 3DGSImage Restoration | —Unverified | 0 |
| Bayesian Enhancement Models for One-to-Many Mapping in Image Enhancement | Oct 13, 2024 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 2 |
| Image Enhancement Based on Histogram-Guided Multiple Transformation Function Estimation | Oct 8, 2024 | Image EnhancementImage-to-Image Translation | CodeCode Available | 0 |
| UIE-UnFold: Deep Unfolding Network with Color Priors and Vision Transformer for Underwater Image Enhancement | Aug 20, 2024 | Image EnhancementUIE | CodeCode Available | 0 |
| Harnessing Multi-resolution and Multi-scale Attention for Underwater Image Restoration | Aug 19, 2024 | Autonomous VehiclesImage Enhancement | CodeCode Available | 0 |
| Dual High-Order Total Variation Model for Underwater Image Restoration | Jul 20, 2024 | Image DehazingImage Enhancement | CodeCode Available | 0 |
| CE-VAE: Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement | Jun 3, 2024 | Image EnhancementImage Generation | CodeCode Available | 1 |
| Osmosis: RGBD Diffusion Prior for Underwater Image Restoration | Mar 21, 2024 | Image RestorationUnderwater Image Restoration | —Unverified | 0 |
| Atlantis: Enabling Underwater Depth Estimation with Stable Diffusion | Dec 19, 2023 | Depth EstimationImage Restoration | CodeCode Available | 1 |
| Wavelet-based Fourier Information Interaction with Frequency Diffusion Adjustment for Underwater Image Restoration | Nov 28, 2023 | Image EnhancementImage Restoration | CodeCode Available | 1 |
| Advanced Underwater Image Restoration in Complex Illumination Conditions | Sep 5, 2023 | Image RestorationUnderwater Image Restoration | —Unverified | 0 |
| Multiple transformation function estimation for image enhancement | Sep 1, 2023 | Image EnhancementImage-to-Image Translation | CodeCode Available | 1 |
| Synergistic Multiscale Detail Refinement via Intrinsic Supervision for Underwater Image Enhancement | Aug 23, 2023 | DecoderImage Enhancement | CodeCode Available | 1 |
| Contrastive Semi-supervised Learning for Underwater Image Restoration via Reliable Bank | Mar 16, 2023 | Image RestorationNo-Reference Image Quality Assessment | CodeCode Available | 1 |
| MetaUE: Model-based Meta-learning for Underwater Image Enhancement | Mar 12, 2023 | Image EnhancementImage Restoration | CodeCode Available | 0 |
| U-shape Transformer for Underwater Image Enhancement | Nov 23, 2021 | Image EnhancementUIE | CodeCode Available | 1 |
| HybrUR: A Hybrid Physical-Neural Solution for Unsupervised Underwater Image Restoration | Jul 6, 2021 | Image RestorationUnderwater Image Restoration | —Unverified | 0 |
| Underwater Image Restoration via Contrastive Learning and a Real-world Dataset | Jun 20, 2021 | BenchmarkingContrastive Learning | CodeCode Available | 1 |
| Zero-Shot Single Image Restoration Through Controlled Perturbation of Koschmieder's Model | Jun 19, 2021 | Image DehazingImage Enhancement | —Unverified | 0 |
| Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration | Jun 15, 2021 | 2D Pose EstimationImage Restoration | CodeCode Available | 1 |
| Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding | Apr 27, 2021 | DecoderDiversity | CodeCode Available | 1 |
| Single Underwater Image Restoration by Contrastive Learning | Mar 17, 2021 | Contrastive LearningImage Restoration | CodeCode Available | 1 |
| Underwater image filtering: methods, datasets and evaluation | Dec 22, 2020 | Image RestorationUnderwater Image Restoration | —Unverified | 0 |
| Restoration of Non-rigidly Distorted Underwater Images using a Combination of Compressive Sensing and Local Polynomial Image Representations | Aug 6, 2019 | compressed sensingCompressive Sensing | CodeCode Available | 1 |
| Enhancement of Underwater Images with Statistical Model of Background Light and Optimization of Transmission Map | Jun 19, 2019 | Image EnhancementImage Restoration | —Unverified | 0 |
| Fast Underwater Image Enhancement for Improved Visual Perception | Mar 23, 2019 | Generative Adversarial NetworkImage Enhancement | CodeCode Available | 0 |
| Generalization of the Dark Channel Prior for Single Image Restoration | Mar 7, 2019 | Image RestorationUnderwater Image Restoration | —Unverified | 0 |
| An Underwater Image Enhancement Benchmark Dataset and Beyond | Jan 11, 2019 | Image EnhancementUnderwater Image Restoration | CodeCode Available | 0 |
| Enhancing Underwater Imagery using Generative Adversarial Networks | Jan 11, 2018 | Decision MakingImage Restoration | CodeCode Available | 0 |
