SOTAVerified

Shadow Removal

Image Shadow Removal

Papers

Showing 51100 of 127 papers

TitleStatusHype
Document Shadow Removal with Foreground Detection Learning From Fully Synthetic ImagesCode0
Drone Shadow TrackingCode0
Efficient Model-Driven Network for Shadow RemovalCode0
Interactive Removal and Ground Truth for Difficult Shadow ScenesCode0
Local Water-Filling Algorithm for Shadow Detection and Removal of Document ImagesCode0
LP-IOANet: Efficient High Resolution Document Shadow RemovalCode0
Mask-ShadowNet: Towards Shadow Removal via Masked Adaptive Instance NormalizationCode0
NTIRE 2023 Image Shadow Removal Challenge Technical Report: Team IIM_TTICode0
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
SAM-helps-Shadow:When Segment Anything Model meet shadow removalCode0
ShaDocFormer: A Shadow-Attentive Threshold Detector With Cascaded Fusion Refiner for Document Shadow RemovalCode0
Shadow-Aware Dynamic Convolution for Shadow RemovalCode0
Shadow Removal by High-Quality Shadow SynthesisCode0
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
SIDAR: Synthetic Image Dataset for Alignment & RestorationCode0
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow RemovalCode0
Unsupervised Shadow Removal Using Target Consistency Generative Adversarial NetworkCode0
User-Assisted Shadow RemovalCode0
Water-Filling: An Efficient Algorithm for Digitized Document Shadow RemovalCode0
Few-Shot Model Adaptation for Customized Facial Landmark Detection, Segmentation, Stylization and Shadow Removal0
FASR-Net: Unsupervised Shadow Removal Leveraging Inherent Frequency Priors0
Progressive Recurrent Network for Shadow Removal0
Prompt-Aware Controllable Shadow Removal0
Fine-Context Shadow Detection using Shadow Removal0
Recasting Regional Lighting for Shadow Removal0
EAGLE: Large-scale Vehicle Detection Dataset in Real-World Scenarios using Aerial Imagery0
Detail-Preserving Latent Diffusion for Stable Shadow Removal0
DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images0
ARGAN: Attentive Recurrent Generative Adversarial Network for Shadow Detection and Removal0
WavShadow: Wavelet Based Shadow Segmentation and Removal0
Structure-Informed Shadow Removal Networks0
Robust Low-Rank Tensor Ring Completion0
Deshadow-Anything: When Segment Anything Model Meets Zero-shot shadow removal0
Appearance Harmonization for Single Image Shadow Removal0
Self-Supervised Shadow Removal0
Semantic-guided Adversarial Diffusion Model for Self-supervised Shadow Removal0
Shading Annotations in the Wild0
A Nonconvex Projection Method for Robust PCA0
Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images0
Towards Hard and Soft Shadow Removal via Dual-Branch Separation Network and Vision Transformer0
Shadow Detection: A Survey and Comparative Evaluation of Recent Methods0
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models0
D^2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video0
CRFormer: A Cross-Region Transformer for Shadow Removal0
ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal0
Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation0
Boundary-Aware Divide and Conquer: A Diffusion-Based Solution for Unsupervised 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