SOTAVerified

Reflection Removal

Remove the spots from mirror and clear the picture

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–81 of 81 papers

TitleStatusHype
Single Image Layer Separation using Relative Smoothness—0
Single Image Reflection Removal Beyond Linearity—0
Single Image Reflection Removal via inter-layer Complementarity—0
Single-image reflection removal via self-supervised diffusion models—0
Single Image Reflection Removal with Reflection Intensity Prior Knowledge—0
Single Image Reflection Suppression—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
U2-Former: A Nested U-shaped Transformer for Image Restoration—0
User-assisted Video Reflection Removal—0
Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition—0
Video Reflection Removal Through Spatio-Temporal Optimization—0
What Does Plate Glass Reveal About Camera Calibration?—0
A Lightweight Deep Exclusion Unfolding Network for Single Image Reflection RemovalCode0
Single Image Reflection Removal with Physically-Based Training ImagesCode0
DURRNet: Deep Unfolded Single Image Reflection Removal NetworkCode0
A Generic Deep Architecture for Single Image Reflection Removal and Image SmoothingCode0
CRRN: Multi-Scale Guided Concurrent Reflection Removal NetworkCode0
Single Image Reflection Separation with Perceptual LossesCode0
Utilizing Multi-step Loss for Single Image Reflection RemovalCode0
Reflection Removal Using Recurrent Polarization-to-Polarization NetworkCode0
OpenRR-1k: A Scalable Dataset for Real-World Reflection RemovalCode0
Global-Local Stepwise Generative Network for Ultra High-Resolution Image RestorationCode0
Fourier-Domain Optimization for Image ProcessingCode0
Seeing Deeply and Bidirectionally: A Deep Learning Approach for Single Image Reflection RemovalCode0
Semantic Guided Single Image Reflection RemovalCode0
V-DESIRR: Very Fast Deep Embedded Single Image Reflection RemovalCode0
Survey on Single-Image Reflection Removal using Deep Learning TechniquesCode0
Single Image Reflection Removal Exploiting Misaligned Training Data and Network EnhancementsCode0
Single Image Reflection Removal through Cascaded RefinementCode0
Single Image Reflection Removal Using Deep Encoder-Decoder NetworkCode0
Benchmarking Ultra-High-Definition Image Reflection RemovalCode0
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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
4YTMT-UCTPSNR24.87—Unverified
5ERRNetPSNR24.87—Unverified
6IBCLNPSNR24.87—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