SOTAVerified

Shadow Removal

Image Shadow Removal

Papers

Showing 101127 of 127 papers

TitleStatusHype
Direction-aware Spatial Context Features for Shadow Detection and RemovalCode0
Shadow Removal by High-Quality Shadow SynthesisCode0
CNSNet: A Cleanness-Navigated-Shadow Network for Shadow RemovalCode0
User-Assisted Shadow RemovalCode0
Shadow Removal of Text Document Images by Estimating Local and Global Background ColorsCode0
Shadow Removal of Text Document Images Using Background Estimation and Adaptive Text EnhancementCode0
An Iterative Approach for Shadow Removal in Document ImagesCode0
Diff-Shadow: Global-guided Diffusion Model for Shadow RemovalCode0
SIDAR: Synthetic Image Dataset for Alignment & RestorationCode0
DeshadowNet: A Multi-Context Embedding Deep Network for Shadow RemovalCode0
Water-Filling: An Efficient Algorithm for Digitized Document Shadow RemovalCode0
NTIRE 2023 Image Shadow Removal Challenge Technical Report: Team IIM_TTICode0
Mask-ShadowNet: Towards Shadow Removal via Masked Adaptive Instance NormalizationCode0
Retinex-guided Histogram Transformer for Mask-free Shadow RemovalCode0
RIS-GAN: Explore Residual and Illumination with Generative Adversarial Networks for Shadow RemovalCode0
Robust Graph Learning from Noisy DataCode0
SoftShadow: Leveraging Penumbra-Aware Soft Masks for Shadow RemovalCode0
LP-IOANet: Efficient High Resolution Document Shadow RemovalCode0
SAM-helps-Shadow:When Segment Anything Model meet shadow removalCode0
An Effective Background Estimation Method for Shadows Removal of Document ImagesCode0
Cross-Modal Spherical Aggregation for Weakly Supervised Remote Sensing Shadow RemovalCode0
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow RemovalCode0
ShaDocFormer: A Shadow-Attentive Threshold Detector With Cascaded Fusion Refiner for Document Shadow RemovalCode0
Local Water-Filling Algorithm for Shadow Detection and Removal of Document ImagesCode0
Shadow-Aware Dynamic Convolution for Shadow RemovalCode0
Unsupervised Shadow Removal Using Target Consistency Generative Adversarial NetworkCode0
Interactive Removal and Ground Truth for Difficult Shadow ScenesCode0
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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