SOTAVerified

Reflection Removal

Remove the spots from mirror and clear the picture

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 81 papers

TitleStatusHype
DL2G: Degradation-guided Local-to-Global Restoration for Eyeglass Reflection Removal—0
Flash-Split: 2D Reflection Removal with Flash Cues and Latent Diffusion Separation—0
Single-image reflection removal via self-supervised diffusion models—0
Utilizing Multi-step Loss for Single Image Reflection RemovalCode0
Flash-Splat: 3D Reflection Removal with Flash Cues and Gaussian Splats—0
Deep Polarization Cues for Single-shot Shape and Subsurface Scattering Estimation—0
Learning to Deblur Polarized Images—0
Reflection Removal Using Recurrent Polarization-to-Polarization NetworkCode0
Single Image Reflection Removal with Reflection Intensity Prior Knowledge—0
Benchmarking Ultra-High-Definition Image Reflection RemovalCode0
Fooling Polarization-based Vision using Locally Controllable Polarizing Projection—0
Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition—0
Improved Multiple-Image-Based Reflection Removal Algorithm Using Deep Neural Networks—0
Global-Local Stepwise Generative Network for Ultra High-Resolution Image RestorationCode0
Highlight Specular Reflection Separation based on Tensor Low-rank and Sparse Decomposition Using Polarimetric Cues—0
DURRNet: Deep Unfolded Single Image Reflection Removal NetworkCode0
U2-Former: A Nested U-shaped Transformer for Image Restoration—0
A Categorized Reflection Removal Dataset with Diverse Real-world Scenes—0
Panoramic Image Reflection Removal—0
ReflectNet - A Generative Adversarial Method for Single Image Reflection Suppression—0
Iterative Gradient Encoding Network with Feature Co-Occurrence Loss for Single Image Reflection Removal—0
V-DESIRR: Very Fast Deep Embedded Single Image Reflection RemovalCode0
Learned Dual-View Reflection Removal—0
User-assisted Video Reflection Removal—0
Reflection Separation via Multi-bounce Polarization State Tracing—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