SOTAVerified

Shadow Removal

Image Shadow Removal

Papers

Showing 101125 of 127 papers

TitleStatusHype
A Survey on Deep learning based Document Image Enhancement0
Accurate Tennis Court Line Detection on Amateur Recorded Matches0
Shadow Removal from Single RGB-D Images0
FieldNet: Efficient Real-Time Shadow Removal for Enhanced Vision in Field Robotics0
Shadow Removal of Text Document Images by Estimating Local and Global Background Colors0
Shadow Removal of Text Document Images Using Background Estimation and Adaptive Text Enhancement0
Shadow Removal Refinement via Material-Consistent Shadow Edges0
ARGAN: Attentive Recurrent Generative Adversarial Network for Shadow Detection and Removal0
Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition0
Appearance Harmonization for Single Image Shadow Removal0
Image Shadow Removal Using End-to-End Deep Convolutional Neural Networks0
Soft-Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal0
Interactive Shadow Removal and Ground Truth for Difficult Shadow Scenes0
Illumination-Invariant Image from 4-Channel Images: The Effect of Near-Infrared Data in Shadow Removal0
Grassmann Averages for Scalable Robust PCA0
Latent Feature-Guided Diffusion Models for Shadow Removal0
Learned Pre-Processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images0
Generative Portrait Shadow Removal0
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
From Shadow Segmentation to Shadow Removal0
0-1 laws for pattern occurrences in phylogenetic trees and networks0
SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal0
Few-Shot Model Adaptation for Customized Facial Landmark Detection, Segmentation, Stylization and Shadow Removal0
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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