SOTAVerified

Shadow Removal

Image Shadow Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 127 papers

TitleStatusHype
Generative Portrait Shadow Removal—0
SoftShadow: Leveraging Penumbra-Aware Soft Masks for Shadow RemovalCode0
Shadow Removal Refinement via Material-Consistent Shadow Edges—0
Soft-Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal—0
Diff-Shadow: Global-guided Diffusion Model for Shadow RemovalCode0
Semantic-guided Adversarial Diffusion Model for Self-supervised Shadow Removal—0
Cross-Modal Spherical Aggregation for Weakly Supervised Remote Sensing Shadow RemovalCode0
Accurate Tennis Court Line Detection on Amateur Recorded Matches—0
Benchmarking Adversarial Robustness of Image Shadow Removal with Shadow-adaptive Attacks—0
NTIRE 2023 Image Shadow Removal Challenge Technical Report: Team IIM_TTICode0
FieldNet: Efficient Real-Time Shadow Removal for Enhanced Vision in Field Robotics—0
0-1 laws for pattern occurrences in phylogenetic trees and networks—0
Recasting Regional Lighting for Shadow Removal—0
Neural Spline Fields for Burst Image Fusion and Layer Separation—0
Latent Feature-Guided Diffusion Models for Shadow Removal—0
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models—0
Progressive Recurrent Network for Shadow Removal—0
Deshadow-Anything: When Segment Anything Model Meets Zero-shot shadow removal—0
ShaDocFormer: A Shadow-Attentive Threshold Detector With Cascaded Fusion Refiner for Document Shadow RemovalCode0
DocDeshadower: Frequency-Aware Transformer for Document Shadow RemovalCode0
SAM-helps-Shadow:When Segment Anything Model meet shadow removalCode0
SIDAR: Synthetic Image Dataset for Alignment & RestorationCode0
Learning Restoration is Not Enough: Transfering Identical Mapping for Single-Image Shadow Removal—0
Shadow Removal of Text Document Images Using Background Estimation and Adaptive Text EnhancementCode0
LP-IOANet: Efficient High Resolution Document Shadow RemovalCode0
Learning Physical-Spatio-Temporal Features for Video Shadow Removal—0
Structure-Informed Shadow Removal Networks—0
Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition—0
Boundary-Aware Divide and Conquer: A Diffusion-Based Solution for Unsupervised Shadow Removal—0
Shadow Removal by High-Quality Shadow SynthesisCode0
Document Shadow Removal with Foreground Detection Learning From Fully Synthetic ImagesCode0
CNSNet: A Cleanness-Navigated-Shadow Network for Shadow RemovalCode0
CRFormer: A Cross-Region Transformer for Shadow Removal—0
D^2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video—0
Shadow-Aware Dynamic Convolution for Shadow RemovalCode0
UnShadowNet: Illumination Critic Guided Contrastive Learning For Shadow Removal—0
Efficient Model-Driven Network for Shadow RemovalCode0
A Survey on Deep learning based Document Image Enhancement—0
Benchmarking Shadow Removal for Facial Landmark Detection and Beyond—0
Fine-Context Shadow Detection using Shadow Removal—0
Mask-ShadowNet: Towards Shadow Removal via Masked Adaptive Instance NormalizationCode0
Few-Shot Model Adaptation for Customized Facial Landmark Detection, Segmentation, Stylization and Shadow Removal—0
Local Water-Filling Algorithm for Shadow Detection and Removal of Document ImagesCode0
Self-Supervised Shadow Removal—0
Unsupervised Shadow Removal Using Target Consistency Generative Adversarial NetworkCode0
From Shadow Segmentation to Shadow Removal—0
Learned Pre-Processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images—0
EAGLE: Large-scale Vehicle Detection Dataset in Real-World Scenarios using Aerial Imagery—0
Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images—0
Illumination-Invariant Image from 4-Channel Images: The Effect of Near-Infrared Data in Shadow Removal—0
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All datasetsISTDSRDWSRD+

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Gong et al.MAE8.53—Unverified
2ST-CGANMAE7.47—Unverified
3DSCMAE6.67—Unverified
4Zhang et al.MAE6.62—Unverified
5DHANMAE6.37—Unverified
6DC-ShadowNetMAE5.88—Unverified
7DHAN+DAMAE5.76—Unverified
8ShadowRefinerMAE5.45—Unverified
9ResfusionMAE4.81—Unverified
10ShadowFormerMAE4.79—Unverified
#ModelMetricClaimedVerifiedStatus
1G2R-ShadowNet (CVPR 2021) (256x256)RMSE6.08—Unverified
2G2R-ShadowNet (CVPR 2021) (512x512)RMSE5.72—Unverified
3SP+M-Net (ICCV 2019) (256x256)RMSE5.68—Unverified
4Auto (CVPR 2021) (256x256)RMSE5.37—Unverified
5ShadowDiffusion (CVPR 2023) (512x512)RMSE5.11—Unverified
6ShadowDiffusion (CVPR 2023) (256x256)RMSE4.84—Unverified
7Auto (CVPR 2021) (512x512)RMSE4.71—Unverified
8ShadowMaskFormer (arXiv 2024) (256x256)RMSE4.69—Unverified
9SG-ShadowNet (ECCV 2022) (256x256)RMSE4.6—Unverified
10ShadowFormer (AAAI 2023) (256x256)RMSE4.44—Unverified
#ModelMetricClaimedVerifiedStatus
1ShadowRefinerLPIPS0.09—Unverified