SOTAVerified

Shadow Removal

Image Shadow Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 127 papers

TitleStatusHype
Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation—0
CRFormer: A Cross-Region Transformer for Shadow Removal—0
D^2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video—0
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models—0
Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images—0
Deshadow-Anything: When Segment Anything Model Meets Zero-shot shadow removal—0
DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images—0
Detail-Preserving Latent Diffusion for Stable Shadow Removal—0
EAGLE: Large-scale Vehicle Detection Dataset in Real-World Scenarios using Aerial Imagery—0
FASR-Net: Unsupervised Shadow Removal Leveraging Inherent Frequency Priors—0
Few-Shot Model Adaptation for Customized Facial Landmark Detection, Segmentation, Stylization and Shadow Removal—0
From Shadow Segmentation to Shadow Removal—0
Generative Portrait Shadow Removal—0
Grassmann Averages for Scalable Robust PCA—0
Illumination-Invariant Image from 4-Channel Images: The Effect of Near-Infrared Data in Shadow Removal—0
Image Shadow Removal Using End-to-End Deep Convolutional Neural Networks—0
Interactive Shadow Removal and Ground Truth for Difficult Shadow Scenes—0
Latent Feature-Guided Diffusion Models for Shadow Removal—0
Learned Pre-Processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images—0
Learning Physical-Spatio-Temporal Features for Video Shadow Removal—0
Learning Restoration is Not Enough: Transfering Identical Mapping for Single-Image Shadow Removal—0
Leveraging Contrast Information for Efficient Document Shadow Removal—0
Neural Spline Fields for Burst Image Fusion and Layer Separation—0
Online Nonnegative Matrix Factorization with General Divergences—0
Online Nonnegative Matrix Factorization with Outliers—0
Progressive Recurrent Network for Shadow Removal—0
Prompt-Aware Controllable Shadow Removal—0
Fine-Context Shadow Detection using Shadow Removal—0
Recasting Regional Lighting for Shadow Removal—0
Robust Low-Rank Tensor Ring Completion—0
Self-Supervised Shadow Removal—0
Semantic-guided Adversarial Diffusion Model for Self-supervised Shadow Removal—0
Shading Annotations in the Wild—0
Shadow Detection: A Survey and Comparative Evaluation of Recent Methods—0
ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal—0
Shadow Removal from Single RGB-D Images—0
FieldNet: Efficient Real-Time Shadow Removal for Enhanced Vision in Field Robotics—0
Shadow Removal Refinement via Material-Consistent Shadow Edges—0
Soft-Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal—0
SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal—0
Structure-Informed Shadow Removal Networks—0
Towards Hard and Soft Shadow Removal via Dual-Branch Separation Network and Vision Transformer—0
UnShadowNet: Illumination Critic Guided Contrastive Learning For Shadow Removal—0
Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition—0
0-1 laws for pattern occurrences in phylogenetic trees and networks—0
Efficient Model-Driven Network for Shadow RemovalCode0
Drone Shadow TrackingCode0
Conditional GANs for Multi-Illuminant Color Constancy: Revolution or Yet Another Approach?Code0
Document Shadow Removal with Foreground Detection Learning From Fully Synthetic ImagesCode0
DocDeshadower: Frequency-Aware Transformer for Document Shadow RemovalCode0
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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