SOTAVerified

Shadow Removal

Image Shadow Removal

Papers

Showing 76100 of 127 papers

TitleStatusHype
A Survey on Deep learning based Document Image Enhancement0
Benchmarking Shadow Removal for Facial Landmark Detection and Beyond0
Fine-Context Shadow Detection using Shadow Removal0
CANet: A Context-Aware Network for Shadow RemovalCode1
Unsupervised Portrait Shadow Removal via Generative PriorsCode1
Mask-ShadowNet: Towards Shadow Removal via Masked Adaptive Instance NormalizationCode0
Few-Shot Model Adaptation for Customized Facial Landmark Detection, Segmentation, Stylization and Shadow Removal0
From Shadow Generation to Shadow RemovalCode1
Auto-Exposure Fusion for Single-Image Shadow RemovalCode1
Learning from Synthetic Shadows for Shadow Detection and RemovalCode1
Physics-based Shadow Image Decomposition for Shadow RemovalCode1
Local Water-Filling Algorithm for Shadow Detection and Removal of Document ImagesCode0
Intrinsic Decomposition of Document Images In-the-WildCode1
Self-Supervised Shadow Removal0
Unsupervised Shadow Removal Using Target Consistency Generative Adversarial NetworkCode0
From Shadow Segmentation to Shadow Removal0
Learned Pre-Processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images0
EAGLE: Large-scale Vehicle Detection Dataset in Real-World Scenarios using Aerial Imagery0
Shadow Removal by a Lightness-Guided Network with Training on Unpaired DataCode1
Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images0
BEDSR-Net: A Deep Shadow Removal Network From a Single Document ImageCode1
Illumination-Invariant Image from 4-Channel Images: The Effect of Near-Infrared Data in Shadow Removal0
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
Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GANCode1
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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