SOTAVerified

Reflection Removal

Remove the spots from mirror and clear the picture

Papers

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Showing 1–50 of 81 papers

TitleStatusHype
Learning to See Through ObstructionsCode2
Robust Reflection Removal with Flash-only Cues in the WildCode2
PolarFree: Polarization-based Reflection-free ImagingCode2
Dereflection Any Image with Diffusion Priors and Diversified DataCode2
Reversible Decoupling Network for Single Image Reflection RemovalCode2
Single Image Reflection Separation via Component SynergyCode1
Polarized Reflection Removal with Perfect Alignment in the WildCode1
PromptRR: Diffusion Models as Prompt Generators for Single Image Reflection RemovalCode1
Robust Single Image Reflection Removal Against Adversarial AttacksCode1
Robust Reflection Removal with Reflection-free Flash-only CuesCode1
FIRM: Flexible Interactive Reflection reMovalCode1
Adaptive Network Combination for Single-Image Reflection Removal: A Domain Generalization PerspectiveCode1
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task LearningCode1
Revisiting Single Image Reflection Removal In the WildCode1
Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection SeparationCode1
Location-aware Single Image Reflection RemovalCode1
Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed ImagesCode1
Single Image Reflection Removal With Absorption EffectCode1
Two-Stage Single Image Reflection Removal with Reflection-Aware GuidanceCode1
Learning to Jointly Generate and Separate Reflections—0
Mirror, Mirror, on the Wall, Who's Got the Clearest Image of Them All? - A Tailored Approach to Single Image Reflection Removal—0
Panoramic Image Reflection Removal—0
Reflection Removal for In-Vehicle Black Box Videos—0
Reflection Removal for Large-Scale 3D Point Clouds—0
Reflection Removal Using a Dual-Pixel Sensor—0
Reflection Removal Using Ghosting Cues—0
Reflection Removal Using Low-Rank Matrix Completion—0
Reflection Separation and Deblurring of Plenoptic Images—0
Reflection Separation via Multi-bounce Polarization State Tracing—0
Reflections Unlock: Geometry-Aware Reflection Disentanglement in 3D Gaussian Splatting for Photorealistic Scenes Rendering—0
ReflectNet - A Generative Adversarial Method for Single Image Reflection Suppression—0
Separate In Latent Space: Unsupervised Single Image Layer Separation—0
A Categorized Reflection Removal Dataset with Diverse Real-world Scenes—0
A Generative Approach to High Fidelity 3D Reconstruction from Text Data—0
Anti-Glare: Tightly Constrained Optimization for Eyeglass Reflection Removal—0
Benchmarking Single-Image Reflection Removal Algorithms—0
Controllable Attention for Structured Layered Video Decomposition—0
Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images—0
Deep Polarization Cues for Single-shot Shape and Subsurface Scattering Estimation—0
Single image reflection removal via learning with multi-image constraints—0
DL2G: Degradation-guided Local-to-Global Restoration for Eyeglass Reflection Removal—0
Face Image Reflection Removal—0
Flash-Splat: 3D Reflection Removal with Flash Cues and Gaussian Splats—0
Flash-Split: 2D Reflection Removal with Flash Cues and Latent Diffusion Separation—0
Fooling Polarization-based Vision using Locally Controllable Polarizing Projection—0
Highlight Specular Reflection Separation based on Tensor Low-rank and Sparse Decomposition Using Polarimetric Cues—0
Improved Multiple-Image-Based Reflection Removal Algorithm Using Deep Neural Networks—0
Iterative Gradient Encoding Network with Feature Co-Occurrence Loss for Single Image Reflection Removal—0
Learned Dual-View Reflection Removal—0
Learning to Deblur Polarized Images—0
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All datasetsReal20SIR^2(Objects)SIR^2(Postcard)SIR^2(Wild)Nature

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RDNetPSNR25.58—Unverified
2DAIPSNR25.21—Unverified
3DSRNetPSNR24.23—Unverified
4RobustSIRRPSNR23.61—Unverified
5DExNetPSNR23.5—Unverified
6YTMT-UCTPSNR23.26—Unverified
7ERRNetPSNR22.89—Unverified
8IBCLNPSNR21.86—Unverified
#ModelMetricClaimedVerifiedStatus
1RDNetPSNR26.78—Unverified
2DExNetPSNR26.38—Unverified
3DSRNetPSNR26.28—Unverified
4ERRNetPSNR24.87—Unverified
5IBCLNPSNR24.87—Unverified
6YTMT-UCTPSNR24.87—Unverified
7Zhu et al.SSIM0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1RDNetPSNR26.33—Unverified
2DExNetPSNR25.52—Unverified
3DSRNetPSNR24.56—Unverified
4IBCLNPSNR23.39—Unverified
5YTMT-UCTPSNR22.91—Unverified
6ERRNetPSNR22.04—Unverified
#ModelMetricClaimedVerifiedStatus
1RDNetPSNR27.7—Unverified
2DExNetPSNR26.95—Unverified
3DSRNetPSNR25.68—Unverified
4YTMT-UCTPSNR25.48—Unverified
5IBCLNPSNR24.71—Unverified
6ERRNetPSNR24.25—Unverified
#ModelMetricClaimedVerifiedStatus
1DAIPSNR26.81—Unverified
2RDNetPSNR26.21—Unverified
3Zhu et al.PSNR26.04—Unverified
4YTMT-UCSPSNR23.85—Unverified
5IBCLNPSNR23.57—Unverified