SOTAVerified

Shadow Removal

Image Shadow Removal

Papers

Showing 76100 of 127 papers

TitleStatusHype
Prompt-Aware Controllable Shadow Removal0
Fine-Context Shadow Detection using Shadow Removal0
Recasting Regional Lighting for Shadow Removal0
DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images0
Deshadow-Anything: When Segment Anything Model Meets Zero-shot shadow removal0
Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images0
Structure-Informed Shadow Removal Networks0
An Iterative Approach for Shadow Removal in Document Images0
An Effective Background Estimation Method for Shadows Removal of Document Images0
Robust Low-Rank Tensor Ring Completion0
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models0
Towards Hard and Soft Shadow Removal via Dual-Branch Separation Network and Vision Transformer0
Self-Supervised Shadow Removal0
Semantic-guided Adversarial Diffusion Model for Self-supervised Shadow Removal0
Shading Annotations in the Wild0
Amplitude Modulated Video Camera - Light Separation in Dynamic Scenes0
D^2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video0
UnShadowNet: Illumination Critic Guided Contrastive Learning For Shadow Removal0
Shadow Detection: A Survey and Comparative Evaluation of Recent Methods0
CRFormer: A Cross-Region Transformer 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
ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal0
Benchmarking Shadow Removal for Facial Landmark Detection and Beyond0
Benchmarking Adversarial Robustness of Image Shadow Removal with Shadow-adaptive Attacks0
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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