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Colorful Diffuse Intrinsic Image Decomposition in the Wild

https://doi.org/10.1145/3687984
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What this work says

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

inferredcites →https://doi.org/10.1109/cvpr.2018.00218openalex-snapshot
MegaDepth: Learning Single-View Depth Prediction from Internet Photos
inferredcites →https://doi.org/10.1109/cvpr.2018.00312openalex-snapshot
Free Supervision from Video Games
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00255openalex-snapshot
Inverse Rendering for Complex Indoor Scenes: Shape, Spatially-Varying Lighting and SVBRDF From a Single Image
inferredcites →https://doi.org/10.1109/tpami.2005.185openalex-snapshot
Recovering intrinsic images from a single image
inferredcites →https://doi.org/10.1109/tpami.2012.77openalex-snapshot
A Closed-Form Solution to Retinex with Nonlocal Texture Constraints
inferredcites →https://doi.org/10.1109/tvcg.2020.3023565openalex-snapshot
NIID-Net: Adapting Surface Normal Knowledge for Intrinsic Image Decomposition in Indoor Scenes
inferredcites →https://doi.org/10.1109/tvcg.2023.3337870openalex-snapshot
CRefNet: Learning Consistent Reflectance Estimation With a Decoder-Sharing Transformer
inferredcites →https://doi.org/10.1111/j.1467-8659.2012.03137.xopenalex-snapshot
Intrinsic Images by Clustering
inferredcites →https://doi.org/10.1145/2601097.2601206openalex-snapshot
Intrinsic images in the wild
inferredcites →https://doi.org/10.1145/2602146openalex-snapshot
Automatic Scene Inference for 3D Object Compositing
inferredcites →https://doi.org/10.1145/3630750openalex-snapshot
Intrinsic Image Decomposition via Ordinal Shading
inferredcites →https://doi.org/10.3929/ethz-b-000462024openalex-snapshot
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer

What points at this work

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

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Cartoon Animation Shading Removal
inferred← citeshttps://doi.org/10.1007/978-3-032-37211-6_5openalex-snapshot
SeeClear: Reliable Transparent Object Depth Estimation via Generative Opacification
inferred← citeshttps://doi.org/10.1007/978-3-032-37718-0_26openalex-snapshot
Unified Video Dense Prediction from Disjoint Data
inferred← citeshttps://doi.org/10.1016/j.mineng.2026.110600openalex-snapshot
Multi-feature fusion recognition based on gloss perception and discriminative level prior correction for intelligent sorting
inferred← citeshttps://doi.org/10.1016/j.patcog.2025.112299openalex-snapshot
Deep intrinsic image decomposition via physics-aware neural networks
inferred← citeshttps://doi.org/10.1109/cvpr52734.2025.00050openalex-snapshot
LumiNet: Latent Intrinsics Meets Diffusion Models for Indoor Scene Relighting
inferred← citeshttps://doi.org/10.1109/cvpr52734.2025.00537openalex-snapshot
ScribbleLight: Single Image Indoor Relighting with Scribbles
inferred← citeshttps://doi.org/10.1109/cvprw67362.2025.00037openalex-snapshot
ePBR: Extended PBR Materials in Image Synthesis
inferred← citeshttps://doi.org/10.1109/cvprw67362.2025.00038openalex-snapshot
FaceGest: A Comprehensive Facial Gesture Dataset for Human-Computer Interaction
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11462485openalex-snapshot
Flowiid: Single-Step Intrinsic Image Decomposition Via Latent Flow Matching
inferred← citeshttps://doi.org/10.1109/iccv51701.2025.02457openalex-snapshot
LightCity: An Urban Dataset for Outdoor Inverse Rendering and Reconstruction Under Multi-Illumination Conditions
inferred← citeshttps://doi.org/10.1109/iceic69189.2026.11385984openalex-snapshot
Multi-task Learning for Monocular Depth Estimation and Intrinsic Image Decomposition
inferred← citeshttps://doi.org/10.1109/icip61757.2026.11630379openalex-snapshot
Zero-Shot Color Constancy by Estimating Albedo
inferred← citeshttps://doi.org/10.1109/icipw68931.2025.11386210openalex-snapshot
Black-Mirror Light-Probe Cow Model For Specular Highlight Removal To Improve Holstein Cattle Identification
inferred← citeshttps://doi.org/10.1109/icme59968.2025.11209155openalex-snapshot
Texture-aware Intrinsic Image Decomposition with Model- and Learning-based Priors
inferred← citeshttps://doi.org/10.1109/lsp.2025.3621115openalex-snapshot
Intrinsic Decomposition-Based Curriculum Learning for Low-Light Image Enhancement
inferred← citeshttps://doi.org/10.1109/tpami.2025.3599415openalex-snapshot
Surfel-Based Gaussian Inverse Rendering for Fast and Relightable Dynamic Human Reconstruction From Monocular Videos
inferred← citeshttps://doi.org/10.1109/tvcg.2025.3564229openalex-snapshot
Intrinsic Decomposition With Robustly Separating and Restoring Colored Illumination
inferred← citeshttps://doi.org/10.1111/cgf.70320openalex-snapshot
ProjectiveShading: Inserting 3D Objects into Indoor Images with Complex Shadows
inferred← citeshttps://doi.org/10.1145/3721238.3730666openalex-snapshot
Physically Controllable Relighting of Photographs
inferred← citeshttps://doi.org/10.1145/3721250.3743006openalex-snapshot
Physically-Based Compositing of 2D Graphics
inferred← citeshttps://doi.org/10.1145/3721250.3743019openalex-snapshot
Interactive Object Insertion with Differentiable Rendering
inferred← citeshttps://doi.org/10.1145/3757377.3763848openalex-snapshot
Chord: Chain of Rendering Decomposition for PBR Material Estimation from Generated Texture Images
inferred← citeshttps://doi.org/10.1145/3763342openalex-snapshot
PractiLight: Practical Light Control Using Foundational Diffusion Models
inferred← citeshttps://doi.org/10.1145/3770678openalex-snapshot
MobiLyzer: Fine-grained Mobile Liquid Analyzer
inferred← citeshttps://doi.org/10.1145/3795154.3795256openalex-snapshot
Comparative Analysis of Illumination Normalization Methods for Autonomous Driving Under Challenging Lighting Conditions
inferred← citeshttps://doi.org/10.1145/3804495openalex-snapshot
Intrinsic decomposition and editing of 3D Gaussian splats
inferred← citeshttps://doi.org/10.1364/ao.603851openalex-snapshot
Robust non-uniform illumination correction for instrument images based on improved K-means clustering and an adaptive 2D Gamma function
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