SOTAVerified

Shadow Removal

Image Shadow Removal

Papers

Showing 5175 of 127 papers

TitleStatusHype
Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation0
CRFormer: A Cross-Region Transformer for Shadow Removal0
D^2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video0
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models0
Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images0
Deshadow-Anything: When Segment Anything Model Meets Zero-shot shadow removal0
DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images0
Detail-Preserving Latent Diffusion for Stable Shadow Removal0
EAGLE: Large-scale Vehicle Detection Dataset in Real-World Scenarios using Aerial Imagery0
FASR-Net: Unsupervised Shadow Removal Leveraging Inherent Frequency Priors0
Few-Shot Model Adaptation for Customized Facial Landmark Detection, Segmentation, Stylization and Shadow Removal0
From Shadow Segmentation to Shadow Removal0
Generative Portrait Shadow Removal0
Grassmann Averages for Scalable Robust PCA0
Illumination-Invariant Image from 4-Channel Images: The Effect of Near-Infrared Data in Shadow Removal0
Image Shadow Removal Using End-to-End Deep Convolutional Neural Networks0
Interactive Shadow Removal and Ground Truth for Difficult Shadow Scenes0
Latent Feature-Guided Diffusion Models for Shadow Removal0
Learned Pre-Processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images0
Learning Physical-Spatio-Temporal Features for Video Shadow Removal0
Learning Restoration is Not Enough: Transfering Identical Mapping for Single-Image Shadow Removal0
Leveraging Contrast Information for Efficient Document Shadow Removal0
Neural Spline Fields for Burst Image Fusion and Layer Separation0
Online Nonnegative Matrix Factorization with General Divergences0
Online Nonnegative Matrix Factorization with Outliers0
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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