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RIS-GAN: Explore Residual and Illumination with Generative Adversarial Networks for Shadow Removal

https://doi.org/10.1609/aaai.v34i07.6979

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-01216-8_41openalex-snapshot

A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation

inferredcites →https://doi.org/10.1007/978-3-030-01231-1_8openalex-snapshot

Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection

inferredcites →https://doi.org/10.1007/978-3-319-16865-4_17openalex-snapshot

Accurate Object Detection with Location Relaxation and Regionlets Re-localization

inferredcites →https://doi.org/10.1007/978-3-319-46487-9_43openalex-snapshot

Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks

inferredcites →https://doi.org/10.1007/978-3-540-88693-8_32openalex-snapshot

Texture-Consistent Shadow Removal

inferredcites →https://doi.org/10.1007/978-3-658-40442-0_9openalex-snapshot

Generative Adversarial Nets

inferredcites →https://doi.org/10.1109/cvpr.2011.5995725openalex-snapshot

Single-image shadow detection and removal using paired regions

inferredcites →https://doi.org/10.1109/cvpr.2016.304openalex-snapshot

A Weighted Variational Model for Simultaneous Reflectance and Illumination Estimation

inferredcites →https://doi.org/10.1109/cvpr.2017.186openalex-snapshot

Removing Rain from Single Images via a Deep Detail Network

inferredcites →https://doi.org/10.1109/cvpr.2017.248openalex-snapshot

DeshadowNet: A Multi-context Embedding Deep Network for Shadow Removal

inferredcites →https://doi.org/10.1109/cvpr.2017.524openalex-snapshot

Correlational Gaussian Processes for Cross-Domain Visual Recognition

inferredcites →https://doi.org/10.1109/cvpr.2018.00192openalex-snapshot

Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal

inferredcites →https://doi.org/10.1109/cvpr.2018.00337openalex-snapshot

Densely Connected Pyramid Dehazing Network

inferredcites →https://doi.org/10.1109/cvpr.2018.00917openalex-snapshot

High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs

inferredcites →https://doi.org/10.1109/cvpr.2018.00942openalex-snapshot

Learning Intrinsic Image Decomposition from Watching the World

inferredcites →https://doi.org/10.1109/cvpr.2019.00701openalex-snapshot

Underexposed Photo Enhancement Using Deep Illumination Estimation

inferredcites →https://doi.org/10.1109/cvprw.2019.00225openalex-snapshot

Conditional GANs for Multi-Illuminant Color Constancy: Revolution or yet Another Approach?

inferredcites →https://doi.org/10.1109/iccv.2013.153openalex-snapshot

Collaborative Active Learning of a Kernel Machine Ensemble for Recognition

inferredcites →https://doi.org/10.1109/iccv.2015.325openalex-snapshot

Multi-class Multi-annotator Active Learning with Robust Gaussian Process for Visual Recognition

inferredcites →https://doi.org/10.1109/iccv.2019.01031openalex-snapshot

ARGAN: Attentive Recurrent Generative Adversarial Network for Shadow Detection and Removal

inferredcites →https://doi.org/10.1109/icpr.2000.905341openalex-snapshot

Moving shadow and object detection in traffic scenes

inferredcites →https://doi.org/10.1109/itsc.2001.948679openalex-snapshot

Improving shadow suppression in moving object detection with HSV color information

inferredcites →https://doi.org/10.1109/tip.2016.2639450openalex-snapshot

LIME: Low-Light Image Enhancement via Illumination Map Estimation

inferredcites →https://doi.org/10.1109/tpami.2015.2462355openalex-snapshot

Automatic Shadow Detection and Removal from a Single Image

inferredcites →https://doi.org/10.1109/tpami.2017.2682082openalex-snapshot

Collaborative Active Visual Recognition from Crowds: A Distributed Ensemble Approach

inferredcites →https://doi.org/10.1109/tpami.2019.2899570openalex-snapshot

End-to-End Active Object Tracking and Its Real-World Deployment via Reinforcement Learning

inferredcites →https://doi.org/10.1109/tpami.2019.2919616openalex-snapshot

Direction-Aware Spatial Context Features for Shadow Detection and Removal

inferredcites →https://doi.org/10.1111/cgf.12198openalex-snapshot

Fast Shadow Removal Using Adaptive Multi‐Scale Illumination Transfer

inferredcites →https://doi.org/10.1111/cgf.13845openalex-snapshot

Shadow Inpainting and Removal Using Generative Adversarial Networks with Slice Convolutions

inferredcites →https://doi.org/10.1111/j.1467-8659.2008.01155.xopenalex-snapshot

The Shadow Meets the Mask: Pyramid‐Based Shadow Removal

inferredcites →https://doi.org/10.1145/2732407openalex-snapshot

Learning to Remove Soft Shadows

inferredcites →https://doi.org/10.1145/3072959.3073659openalex-snapshot

Globally and locally consistent image completion

inferredcites →https://doi.org/10.48550/arxiv.1810.09479openalex-snapshot

Single Image Haze Removal using a Generative Adversarial Network

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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From Shadow Segmentation to Shadow Removal

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CNSNet: A Cleanness-Navigated-Shadow Network for Shadow Removal

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Are Generative-Based Graph Counterfactual Explainers Worth It?

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Enhanced Shadow Removal for Surveillance Systems

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A Mutual Enhancement Framework for Specular Highlight Detection and Removal

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Shading-aware shadow detection and removal from a single image

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Single-image shadow removal using detail extraction and illumination estimation

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A GAN-based Denoising Method for Chinese Stele and Rubbing Calligraphic Image

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Training a shadow removal network using only 3D primitive occluders

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SUShe: simple unsupervised shadow removal

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Mutually guided learning of global semantics and local representations for image restoration

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Enhanced diffusion-based model for rubber stamp removal

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Towards enhancing shadow removal from images

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DeepDiff: Document enhancement via enhanced parallel diffusion model

inferred← citeshttps://doi.org/10.1007/s11263-023-01823-9openalex-snapshot

Learning to Remove Shadows from a Single Image

inferred← citeshttps://doi.org/10.1007/s11263-026-02744-zopenalex-snapshot

Unveiling Deep Shadows: A Survey and Benchmark on Image and Video Shadow Detection, Removal, and Generation in the Deep Learning Era

inferred← citeshttps://doi.org/10.1007/s11633-024-1522-4openalex-snapshot

DDSR-Net: Direct Document Shadow Removal Leveraging Multi-scale Attention

inferred← citeshttps://doi.org/10.1007/s11704-022-2385-xopenalex-snapshot

CRD-CGAN: category-consistent and relativistic constraints for diverse text-to-image generation

inferred← citeshttps://doi.org/10.1007/s12530-025-09740-7openalex-snapshot

A two-stage shadow removal method with multi-channel multi-scale feature fusion and stripe pooling attention

inferred← citeshttps://doi.org/10.1016/b978-0-12-823519-5.00010-5openalex-snapshot

Generative adversarial networks for histopathology staining

inferred← citeshttps://doi.org/10.1016/j.asoc.2022.109687openalex-snapshot

Defining a deep neural network ensemble for identifying fabric colors

inferred← citeshttps://doi.org/10.1016/j.cag.2021.02.005openalex-snapshot

Shadow removal via dual module network and low error shadow dataset

inferred← citeshttps://doi.org/10.1016/j.cag.2025.104167openalex-snapshot

Prompting semantic priors for image restoration

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Cleanness-navigated-contamination network: A unified framework for recovering regional degradation

inferred← citeshttps://doi.org/10.1016/j.dsp.2025.105364openalex-snapshot

Towards non-uniform shadow removal using shadow adaptive normalization

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Progressive convolutional transformer for image restoration

inferred← citeshttps://doi.org/10.1016/j.engappai.2024.108552openalex-snapshot

Global context aware dual channel pyramid model for robust image shadow removal

inferred← citeshttps://doi.org/10.1016/j.engappai.2025.113689openalex-snapshot

A novel variational feature decomposition framework for joint shadow detection and removal in complex visual scenes

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Data augmentation using CycleGAN-based methods for automatic bridge crack detection

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Single image shadow detection via uncertainty analysis and GCN-based refinement strategy

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Image all-in-one adverse weather removal via dynamic model weights generation

inferred← citeshttps://doi.org/10.1109/access.2023.3305576openalex-snapshot

UnShadowNet: Illumination Critic Guided Contrastive Learning for Shadow Removal

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DOA-GAN: Dual-Order Attentive Generative Adversarial Network for Image Copy-Move Forgery Detection and Localization

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ARShadowGAN: Shadow Generative Adversarial Network for Augmented Reality in Single Light Scenes

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.00007openalex-snapshot

Single-Stage Instance Shadow Detection with Bidirectional Relation Learning

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Video Shadow Detection via Spatio-Temporal Interpolation Consistency Training

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Document Image Shadow Removal Guided by Color-Aware Background

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Shadow Removal with Paired and Unpaired Learning

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NTIRE 2023 Image Shadow Removal Challenge Report

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S3R-Net: A Single-Stage Approach to Self-Supervised Shadow Removal

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ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer

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A Continuous Illumination Estimator for Shadow Removal

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Stamp Removal and Extraction Based on High-Pass Spatial Transposition Self-Attention

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Spatially-Adaptive Image Restoration using Distortion-Guided Networks

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CANet: A Context-Aware Network for Shadow Removal

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DRB-GAN: A Dynamic ResBlock Generative Adversarial Network for Artistic Style Transfer

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A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction

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Automatic Aircraft Shadow Removal from Remote Sensing Images Using Mask-ShadowGAN

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Towards Hard and Soft Shadow Removal via Dual-Branch Separation Network and Vision Transformer

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Shadow Removal from a Single Image Using an Enhanced Generative Adversarial Network

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SpA-Former:An Effective and lightweight Transformer for image shadow removal

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ShadowMaskFormer: Mask Augmented Patch Embedding for Shadow Removal

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Image Shadow Detection and Removal via Illumination Estimation and Chromaticity Guidance

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Memory Augment Is All You Need for Image Restoration

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An Evolutionary Shadow Correction Network and a Benchmark UAV Dataset for Remote Sensing Images

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Generative Shadow Synthesis and Removal for Remote Sensing Images Through Embedding Illumination Models

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Structure-Informed Shadow Removal Networks

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A Shadow-Robust Pavement Damage Detection Framework Based on RACycle-GAN and DDE-YOLOv8

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A Decoupled Multi-Task Network for Shadow Removal

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Instance Shadow Detection with A Single-Stage Detector

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IllumiDiff: Indoor Illumination Estimation From a Single Image With Diffusion Model

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Iterative and Adaptive Sampling with Spatial Attention for Black-Box Model Explanations

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LRA&LDRA: Rethinking Residual Predictions for Efficient Shadow Detection and Removal

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Latent Feature-Guided Diffusion Models for Shadow Removal

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CLA‐GAN: A Context and Lightness Aware Generative Adversarial Network for Shadow Removal

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Thin Cloud Removal for Single RGB Aerial Image

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Luminance Attentive Networks for HDR Image and Panorama Reconstruction

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Depth‐Aware Shadow Removal

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Facial Image Shadow Removal via Graph‐based Feature Fusion

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Shadclips: When Parameter-Efficient Fine-Tuning with Multimodal Meets Shadow Removal

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Exploiting Residual and Illumination with GANs for Shadow Detection and Shadow Removal

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Shadow Generation for Composite Image in Real-World Scenes

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Social Interpretable Tree for Pedestrian Trajectory Prediction

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Robust Stochastic Graph Generator for Counterfactual Explanations

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DeS3: Adaptive Attention-Driven Self and Soft Shadow Removal Using ViT Similarity

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Recasting Regional Lighting for Shadow Removal

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Shadow Generation with Decomposed Mask Prediction and Attentive Shadow Filling

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A Novel Variational Feature Decomposition Framework for Joint Shadow Detection and Removal in Complex Visual Scenes

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A Novel Variational Feature Decomposition Framework for Joint Shadow Detection and Removal in Complex Visual Scenes

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Throwaway Shadows Using Parallel Encoders Generative Adversarial Network

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Visual Relationship-Based Identification of Key Construction Scenes on Highway Bridges

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AP Shadow Net: A Remote Sensing Shadow Removal Network Based on Atmospheric Transport and Poisson’s Equation

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Cascaded Residual-Based Progressive-Refinement Generative Adversarial Network for Multi-Modal Cross-View Image Translation

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Generative Adversarial Networks in Object Detection and Segmentation in Remote Sensing Images

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CounteRGAN: Generating Realistic Counterfactuals with Residual Generative Adversarial Nets

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Unsupervised Shadow Removal Using Target Consistency Generative Adversarial Network

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Self-Supervised Shadow Removal

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A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction

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