SOTAVerified

Shadow Removal

Image Shadow Removal

Papers

Showing 101125 of 127 papers

TitleStatusHype
Shadow Removal of Text Document Images by Estimating Local and Global Background ColorsCode0
RIS-GAN: Explore Residual and Illumination with Generative Adversarial Networks for Shadow RemovalCode0
DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images0
An Effective Background Estimation Method for Shadows Removal of Document ImagesCode0
ARGAN: Attentive Recurrent Generative Adversarial Network for Shadow Detection and Removal0
Drone Shadow TrackingCode0
Water-Filling: An Efficient Algorithm for Digitized Document Shadow RemovalCode0
Robust Low-Rank Tensor Ring Completion0
Image Shadow Removal Using End-to-End Deep Convolutional Neural Networks0
Robust Graph Learning from Noisy DataCode0
Conditional GANs for Multi-Illuminant Color Constancy: Revolution or Yet Another Approach?Code0
An Iterative Approach for Shadow Removal in Document ImagesCode0
A Nonconvex Projection Method for Robust PCA0
Direction-aware Spatial Context Features for Shadow Detection and RemovalCode0
User-Assisted Shadow RemovalCode0
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow RemovalCode0
DeshadowNet: A Multi-Context Embedding Deep Network for Shadow RemovalCode0
Shading Annotations in the Wild0
Interactive Shadow Removal and Ground Truth for Difficult Shadow Scenes0
Interactive Removal and Ground Truth for Difficult Shadow ScenesCode0
Online Nonnegative Matrix Factorization with General Divergences0
Amplitude Modulated Video Camera - Light Separation in Dynamic Scenes0
Online Nonnegative Matrix Factorization with Outliers0
Appearance Harmonization for Single Image Shadow Removal0
Grassmann Averages for Scalable Robust PCA0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Gong et al.MAE8.53Unverified
2ST-CGANMAE7.47Unverified
3DSCMAE6.67Unverified
4Zhang et al.MAE6.62Unverified
5DHANMAE6.37Unverified
6DC-ShadowNetMAE5.88Unverified
7DHAN+DAMAE5.76Unverified
8ShadowRefinerMAE5.45Unverified
9ResfusionMAE4.81Unverified
10ShadowFormerMAE4.79Unverified
#ModelMetricClaimedVerifiedStatus
1G2R-ShadowNet (CVPR 2021) (256x256)RMSE6.08Unverified
2G2R-ShadowNet (CVPR 2021) (512x512)RMSE5.72Unverified
3SP+M-Net (ICCV 2019) (256x256)RMSE5.68Unverified
4Auto (CVPR 2021) (256x256)RMSE5.37Unverified
5ShadowDiffusion (CVPR 2023) (512x512)RMSE5.11Unverified
6ShadowDiffusion (CVPR 2023) (256x256)RMSE4.84Unverified
7Auto (CVPR 2021) (512x512)RMSE4.71Unverified
8ShadowMaskFormer (arXiv 2024) (256x256)RMSE4.69Unverified
9SG-ShadowNet (ECCV 2022) (256x256)RMSE4.6Unverified
10ShadowFormer (AAAI 2023) (256x256)RMSE4.44Unverified
#ModelMetricClaimedVerifiedStatus
1ShadowRefinerLPIPS0.09Unverified