SOTAVerified

Reflection Removal

Remove the spots from mirror and clear the picture

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 81 papers

TitleStatusHype
What Does Plate Glass Reveal About Camera Calibration?—0
Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images—0
SIP-SegNet: A Deep Convolutional Encoder-Decoder Network for Joint Semantic Segmentation and Extraction of Sclera, Iris and Pupil based on Periocular Region Suppression—0
Single image reflection removal via learning with multi-image constraints—0
Single Image Reflection Removal through Cascaded RefinementCode0
Controllable Attention for Structured Layered Video Decomposition—0
Learning to Jointly Generate and Separate Reflections—0
Semantic Guided Single Image Reflection RemovalCode0
Separate In Latent Space: Unsupervised Single Image Layer Separation—0
Single Image Reflection Removal Beyond Linearity—0
Reflection Removal Using a Dual-Pixel Sensor—0
Single Image Reflection Removal with Physically-Based Training ImagesCode0
Single Image Reflection Removal Exploiting Misaligned Training Data and Network EnhancementsCode0
Face Image Reflection Removal—0
Fourier-Domain Optimization for Image ProcessingCode0
Seeing Deeply and Bidirectionally: A Deep Learning Approach for Single Image Reflection RemovalCode0
Single Image Reflection Separation with Perceptual LossesCode0
Reflection Removal for Large-Scale 3D Point Clouds—0
CRRN: Multi-Scale Guided Concurrent Reflection Removal NetworkCode0
Mirror, Mirror, on the Wall, Who's Got the Clearest Image of Them All? - A Tailored Approach to Single Image Reflection Removal—0
Single Image Reflection Removal Using Deep Encoder-Decoder NetworkCode0
Benchmarking Single-Image Reflection Removal Algorithms—0
Video Reflection Removal Through Spatio-Temporal Optimization—0
Reflection Separation and Deblurring of Plenoptic Images—0
A Generic Deep Architecture for Single Image Reflection Removal and Image SmoothingCode0
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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