| Dereflection Any Image with Diffusion Priors and Diversified Data | Mar 21, 2025 | DiversityReflection Removal | CodeCode Available | 2 | 5 |
| Reversible Decoupling Network for Single Image Reflection Removal | Oct 10, 2024 | Reflection Removal | CodeCode Available | 2 | 5 |
| PolarFree: Polarization-based Reflection-free Imaging | Mar 23, 2025 | Reflection RemovalScene Understanding | CodeCode Available | 2 | 5 |
| Learning to See Through Obstructions | Apr 2, 2020 | Optical Flow EstimationReflection Removal | CodeCode Available | 2 | 5 |
| Robust Reflection Removal with Flash-only Cues in the Wild | Nov 5, 2022 | Reflection Removal | CodeCode Available | 2 | 5 |
| Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning | Aug 11, 2021 | DeblurringDepth Estimation | CodeCode Available | 1 | 5 |
| Adaptive Network Combination for Single-Image Reflection Removal: A Domain Generalization Perspective | Apr 4, 2022 | Domain GeneralizationReflection Removal | CodeCode Available | 1 | 5 |
| Revisiting Single Image Reflection Removal In the Wild | Nov 29, 2023 | Reflection Removal | CodeCode Available | 1 | 5 |
| Robust Reflection Removal with Reflection-free Flash-only Cues | Mar 7, 2021 | Reflection RemovalSSIM | CodeCode Available | 1 | 5 |
| Robust Single Image Reflection Removal Against Adversarial Attacks | Jan 1, 2023 | Reflection Removal | CodeCode Available | 1 | 5 |
| Location-aware Single Image Reflection Removal | Dec 13, 2020 | Reflection Removal | CodeCode Available | 1 | 5 |
| Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed Images | Oct 9, 2020 | Image DehazingImage Generation | CodeCode Available | 1 | 5 |
| Single Image Reflection Removal With Absorption Effect | Jun 19, 2021 | Reflection Removal | CodeCode Available | 1 | 5 |
| Single Image Reflection Separation via Component Synergy | Aug 19, 2023 | Reflection Removal | CodeCode Available | 1 | 5 |
| Polarized Reflection Removal with Perfect Alignment in the Wild | Mar 28, 2020 | Image EnhancementReflection Removal | CodeCode Available | 1 | 5 |
| FIRM: Flexible Interactive Reflection reMoval | Jun 3, 2024 | Interactive SegmentationReflection Removal | CodeCode Available | 1 | 5 |
| Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection Separation | Oct 20, 2021 | blind source separationReflection Removal | CodeCode Available | 1 | 5 |
| Two-Stage Single Image Reflection Removal with Reflection-Aware Guidance | Dec 2, 2020 | DecoderRAG | CodeCode Available | 1 | 5 |
| PromptRR: Diffusion Models as Prompt Generators for Single Image Reflection Removal | Feb 4, 2024 | Reflection Removal | CodeCode Available | 1 | 5 |
| OpenRR-1k: A Scalable Dataset for Real-World Reflection Removal | Jun 10, 2025 | Reflection Removal | CodeCode Available | 0 | 5 |
| Single Image Reflection Removal with Physically-Based Training Images | Apr 26, 2019 | Reflection Removal | CodeCode Available | 0 | 5 |
| Reflection Removal Using Recurrent Polarization-to-Polarization Network | Feb 28, 2024 | Reflection Removal | CodeCode Available | 0 | 5 |
| A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing | Aug 11, 2017 | image smoothingReflection Removal | CodeCode Available | 0 | 5 |
| Fourier-Domain Optimization for Image Processing | Sep 11, 2018 | DeblurringImage Matting | CodeCode Available | 0 | 5 |
| Single Image Reflection Separation with Perceptual Losses | Jun 14, 2018 | Image EnhancementReflection Removal | CodeCode Available | 0 | 5 |
| A Lightweight Deep Exclusion Unfolding Network for Single Image Reflection Removal | Mar 3, 2025 | blind source separationReflection Removal | CodeCode Available | 0 | 5 |
| Utilizing Multi-step Loss for Single Image Reflection Removal | Dec 11, 2024 | Depth EstimationImage Segmentation | CodeCode Available | 0 | 5 |
| CRRN: Multi-Scale Guided Concurrent Reflection Removal Network | May 30, 2018 | Reflection Removal | CodeCode Available | 0 | 5 |
| Survey on Single-Image Reflection Removal using Deep Learning Techniques | Feb 12, 2025 | Deep LearningReflection Removal | CodeCode Available | 0 | 5 |
| Global-Local Stepwise Generative Network for Ultra High-Resolution Image Restoration | Jul 16, 2022 | 4kImage Dehazing | CodeCode Available | 0 | 5 |
| Seeing Deeply and Bidirectionally: A Deep Learning Approach for Single Image Reflection Removal | Sep 1, 2018 | Reflection Removal | CodeCode Available | 0 | 5 |
| Semantic Guided Single Image Reflection Removal | Jul 27, 2019 | Reflection Removal | CodeCode Available | 0 | 5 |
| DURRNet: Deep Unfolded Single Image Reflection Removal Network | Mar 12, 2022 | blind source separationReflection Removal | CodeCode Available | 0 | 5 |
| V-DESIRR: Very Fast Deep Embedded Single Image Reflection Removal | Jan 1, 2021 | Reflection Removal | CodeCode Available | 0 | 5 |
| Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements | Apr 1, 2019 | Reflection Removal | CodeCode Available | 0 | 5 |
| Single Image Reflection Removal through Cascaded Refinement | Nov 15, 2019 | Community DetectionReflection Removal | CodeCode Available | 0 | 5 |
| Single Image Reflection Removal Using Deep Encoder-Decoder Network | Jan 31, 2018 | DecoderReflection Removal | CodeCode Available | 0 | 5 |
| Benchmarking Ultra-High-Definition Image Reflection Removal | Aug 1, 2023 | BenchmarkingImage Restoration | CodeCode Available | 0 | 5 |
| U2-Former: A Nested U-shaped Transformer for Image Restoration | Dec 4, 2021 | Computational EfficiencyContrastive Learning | —Unverified | 0 | 0 |
| User-assisted Video Reflection Removal | Sep 7, 2020 | Reflection Removalvalid | —Unverified | 0 | 0 |
| Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition | Jan 1, 2023 | Image RestorationImage Shadow Removal | —Unverified | 0 | 0 |
| Video Reflection Removal Through Spatio-Temporal Optimization | Oct 1, 2017 | Reflection Removal | —Unverified | 0 | 0 |
| What Does Plate Glass Reveal About Camera Calibration? | Jun 1, 2020 | Camera CalibrationReflection Removal | —Unverified | 0 | 0 |
| Reflection Removal for Large-Scale 3D Point Clouds | Jun 1, 2018 | Reflection Removalvalid | —Unverified | 0 | 0 |
| A Categorized Reflection Removal Dataset with Diverse Real-world Scenes | Aug 7, 2021 | DiversityReflection Removal | —Unverified | 0 | 0 |
| A Generative Approach to High Fidelity 3D Reconstruction from Text Data | Mar 5, 2025 | 3D ReconstructionImage Generation | —Unverified | 0 | 0 |
| Anti-Glare: Tightly Constrained Optimization for Eyeglass Reflection Removal | Jul 1, 2017 | Reflection Removal | —Unverified | 0 | 0 |
| Benchmarking Single-Image Reflection Removal Algorithms | Oct 1, 2017 | BenchmarkingReflection Removal | —Unverified | 0 | 0 |
| Controllable Attention for Structured Layered Video Decomposition | Oct 24, 2019 | Action RecognitionReflection Removal | —Unverified | 0 | 0 |
| Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images | Jun 1, 2020 | Image Shadow RemovalRain Removal | —Unverified | 0 | 0 |
