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Image based relighting using neural networks

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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-642-33783-3_43openalex-snapshot
Frequency-Space Decomposition and Acquisition of Light Transport under Spatially Varying Illumination
inferredcites →https://doi.org/10.1016/0004-3702(89)90049-0openalex-snapshot
Connectionist learning procedures
inferredcites →https://doi.org/10.1109/34.58871openalex-snapshot
Neural network ensembles
inferredcites →https://doi.org/10.1109/72.329697openalex-snapshot
Training feedforward networks with the Marquardt algorithm
inferredcites →https://doi.org/10.1109/dicta.2008.82openalex-snapshot
Neural Network Implementation Using CUDA and OpenMP
inferredcites →https://doi.org/10.1109/ijcnn.1990.137819openalex-snapshot
Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights
inferredcites →https://doi.org/10.1109/ijcnn.2003openalex-snapshot
Proceedings of the International Joint Conference on Neural Networks, 2003.
inferredcites →https://doi.org/10.1111/j.1467-8659.2009.01401.xopenalex-snapshot
Compressive Dual Photography
inferredcites →https://doi.org/10.1111/j.1467-8659.2009.01490.xopenalex-snapshot
Fast Global Illumination on Dynamic Height Fields
inferredcites →https://doi.org/10.1117/12.949051openalex-snapshot
Sphereo: Determining Depth Using Two Specular Spheres And A Single Camera
inferredcites →https://doi.org/10.1145/1015706.1015725openalex-snapshot
TensorTextures
inferredcites →https://doi.org/10.1145/1073204.1073257openalex-snapshot
Dual photography
inferredcites →https://doi.org/10.1145/1073204.1073258openalex-snapshot
Performance relighting and reflectance transformation with time-multiplexed illumination
inferredcites →https://doi.org/10.1145/1073204.1073318openalex-snapshot
Lightcuts
inferredcites →https://doi.org/10.1145/1141911.1141981openalex-snapshot
All-frequency precomputed radiance transfer using spherical radial basis functions and clustered tensor approximation
inferredcites →https://doi.org/10.1145/1201775.882280openalex-snapshot
All-frequency shadows using non-linear wavelet lighting approximation
inferredcites →https://doi.org/10.1145/1201775.882281openalex-snapshot
Clustered principal components for precomputed radiance transfer
inferredcites →https://doi.org/10.1145/1201775.882315openalex-snapshot
Relighting with 4D incident light fields
inferredcites →https://doi.org/10.1145/1243980.1243984openalex-snapshot
Adaptive sampling of reflectance fields
inferredcites →https://doi.org/10.1145/1275808.1276410openalex-snapshot
Matrix row-column sampling for the many-light problem
inferredcites →https://doi.org/10.1145/1275808.1276454openalex-snapshot
A theory of locally low dimensional light transport
inferredcites →https://doi.org/10.1145/1276377.1276410openalex-snapshot
Matrix row-column sampling for the many-light problem
inferredcites →https://doi.org/10.1145/1276377.1276454openalex-snapshot
A theory of locally low dimensional light transport
inferredcites →https://doi.org/10.1145/1477926.1477929openalex-snapshot
Compressive light transport sensing
inferredcites →https://doi.org/10.1145/1531326.1531335openalex-snapshot
Kernel Nyström method for light transport
inferredcites →https://doi.org/10.1145/1866158.1866165openalex-snapshot
Optical computing for fast light transport analysis
inferredcites →https://doi.org/10.1145/1882261.1866165openalex-snapshot
Optical computing for fast light transport analysis
inferredcites →https://doi.org/10.1145/2024156.2024213openalex-snapshot
LightSlice
inferredcites →https://doi.org/10.1145/2070781.2024213openalex-snapshot
LightSlice
inferredcites →https://doi.org/10.1145/2185520.2185535openalex-snapshot
Primal-dual coding to probe light transport
inferredcites →https://doi.org/10.1145/2461912.2461914openalex-snapshot
Compressive light field photography using overcomplete dictionaries and optimized projections
inferredcites →https://doi.org/10.1145/2461912.2462009openalex-snapshot
Global illumination with radiance regression functions
inferredcites →https://doi.org/10.1145/311535.311558openalex-snapshot
Environment matting and compositing
inferredcites →https://doi.org/10.1145/344779.344844openalex-snapshot
Environment matting extensions
inferredcites →https://doi.org/10.1145/344779.344855openalex-snapshot
Acquiring the reflectance field of a human face
inferredcites →https://doi.org/10.1145/383259.383320openalex-snapshot
Polynomial texture maps
inferredcites →https://doi.org/10.1145/566570.566612openalex-snapshot
Precomputed radiance transfer for real-time rendering in dynamic, low-frequency lighting environments
inferredcites →https://doi.org/10.1145/566654.566612openalex-snapshot
Precomputed radiance transfer for real-time rendering in dynamic, low-frequency lighting environments
inferredcites →https://doi.org/10.1145/882262.882280openalex-snapshot
All-frequency shadows using non-linear wavelet lighting approximation
inferredcites →https://doi.org/10.1145/882262.882281openalex-snapshot
Clustered principal components for precomputed radiance transfer
inferredcites →https://doi.org/10.1145/882262.882315openalex-snapshot
Relighting with 4D incident light fields
inferredcites →https://doi.org/10.1561/0600000021openalex-snapshot
Precomputation-Based Rendering
inferredcites →https://doi.org/10.2312/egwr/egsr04/287-298openalex-snapshot
Smooth Reconstruction and Compact Representation of Reflectance Functions for Image-based Relighting
inferredcites →https://doi.org/10.2312/egwr/egsr04/299-308openalex-snapshot
Progressively-Refined Reflectance Functions from Natural Illumination
inferredcites →https://doi.org/10.2312/egwr/egsr06/251-262openalex-snapshot
Symmetric Photography: Exploiting Data-sparseness in Reflectance Fields
inferredcites →https://doi.org/10.2312/egwr/egwr03/157-166openalex-snapshot
Wavelet Environment Matting
inferredcites →https://doi.org/10.5555/2383654.2383677openalex-snapshot
Bayesian relighting

What points at this work

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

inferred← citeshttps://doi.org/10.1002/cav.2060openalex-snapshot
A multiresolution network architecture for deferred neural lighting
inferred← citeshttps://doi.org/10.1007/978-3-030-50426-7_36openalex-snapshot
Cast Shadow Generation Using Generative Adversarial Networks
inferred← citeshttps://doi.org/10.1007/978-3-030-58529-7_6openalex-snapshot
Single-Shot Neural Relighting and SVBRDF Estimation
inferred← citeshttps://doi.org/10.1007/978-3-030-96299-9_51openalex-snapshot
Computer Graphics Rendering Survey: From Rasterization and Ray Tracing to Deep Learning
inferred← citeshttps://doi.org/10.1007/978-3-031-25056-9_17openalex-snapshot
On-the-Go Reflectance Transformation Imaging with Ordinary Smartphones
inferred← citeshttps://doi.org/10.1007/978-3-031-73650-6_15openalex-snapshot
Visual Relationship Transformation
inferred← citeshttps://doi.org/10.1007/978-981-99-9614-8_2openalex-snapshot
Towards Efficient Universal Adversarial Attack on Audio Classification Models: A Two-Step Method
inferred← citeshttps://doi.org/10.1007/s00371-020-01910-9openalex-snapshot
Neural reflectance transformation imaging
inferred← citeshttps://doi.org/10.1007/s10462-024-11089-3openalex-snapshot
Intelligent Cinematography: a review of AI research for cinematographic production
inferred← citeshttps://doi.org/10.1007/s11042-020-09071-6openalex-snapshot
Complex object relighting via split-then-composition by semantics and materials
inferred← citeshttps://doi.org/10.1007/s11263-020-01413-zopenalex-snapshot
Parallel Single-Pixel Imaging: A General Method for Direct–Global Separation and 3D Shape Reconstruction Under Strong Global Illumination
inferred← citeshttps://doi.org/10.1016/j.cag.2017.09.008openalex-snapshot
Perception of noise and global illumination: Toward an automatic stopping criterion based on SVM
inferred← citeshttps://doi.org/10.1016/j.cag.2018.10.015openalex-snapshot
Image-based relighting using image segmentation and bootstrap strategy
inferred← citeshttps://doi.org/10.1016/j.cag.2019.05.007openalex-snapshot
Illumination animating and editing in a single picture using scene structure estimation
inferred← citeshttps://doi.org/10.1016/j.cag.2025.104475openalex-snapshot
Fast and accurate neural reflectance transformation imaging through knowledge distillation
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.12.101openalex-snapshot
Normalization of face illumination with photorealistic texture via deep image prior synthesis
inferred← citeshttps://doi.org/10.1016/j.visinf.2019.07.003openalex-snapshot
Deep appearance modeling: A survey
inferred← citeshttps://doi.org/10.1016/j.visinf.2022.08.001openalex-snapshot
Interactive lighting editing system for single indoor low-light scene images with corresponding depth maps
inferred← citeshttps://doi.org/10.1080/19401493.2020.1803404openalex-snapshot
Deep neural network approach for annual luminance simulations
inferred← citeshttps://doi.org/10.1080/19401493.2021.2004229openalex-snapshot
A deep convolutional neural network based on U-Net to predict annual luminance maps
inferred← citeshttps://doi.org/10.1109/3dv50981.2020.00124openalex-snapshot
Towards Geometry Guided Neural Relighting with Flash Photography
inferred← citeshttps://doi.org/10.1109/bigmm.2016.47openalex-snapshot
A System to Help Amateurs Take Pictures of Delicious Looking Food
inferred← citeshttps://doi.org/10.1109/cvpr.2017.97openalex-snapshot
Shading Annotations in the Wild
inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.00404openalex-snapshot
Two-Shot Spatially-Varying BRDF and Shape Estimation
inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.00517openalex-snapshot
Learning Physics-Guided Face Relighting Under Directional Light
inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.00420openalex-snapshot
Relightable Neural Human Assets from Multi-view Gradient Illuminations
inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.00813openalex-snapshot
Controllable Light Diffusion for Portraits
inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.01989openalex-snapshot
ReLight My NeRF: A Dataset for Novel View Synthesis and Relighting of Real World Objects
inferred← citeshttps://doi.org/10.1109/iccv.2019.00882openalex-snapshot
Deep Appearance Maps
inferred← citeshttps://doi.org/10.1109/icip42928.2021.9506473openalex-snapshot
Dsrn: an Efficient Deep Network for Image Relighting
inferred← citeshttps://doi.org/10.1109/joe.2018.2838939openalex-snapshot
DeepCaustics: Classification and Removal of Caustics From Underwater Imagery
inferred← citeshttps://doi.org/10.1109/tci.2017.2749182openalex-snapshot
Handheld Reflectance Acquisition of Paintings
inferred← citeshttps://doi.org/10.1109/tip.2016.2636661openalex-snapshot
Indoor Scene Reconstruction Using Near-Light Photometric Stereo
inferred← citeshttps://doi.org/10.1109/tip.2017.2740620openalex-snapshot
Colorization Using Neural Network Ensemble
inferred← citeshttps://doi.org/10.1109/tip.2022.3195366openalex-snapshot
Designing an Illumination-Aware Network for Deep Image Relighting
inferred← citeshttps://doi.org/10.1109/tip.2024.3512381openalex-snapshot
SALENet: Structure-Aware Lighting Estimations From a Single Image for Indoor Environments
inferred← citeshttps://doi.org/10.1109/tmm.2019.2945197openalex-snapshot
Asymmetric Joint GANs for Normalizing Face Illumination From a Single Image
inferred← citeshttps://doi.org/10.1109/tvcg.2021.3067771openalex-snapshot
DeProCams: Simultaneous Relighting, Compensation and Shape Reconstruction for Projector-Camera Systems
inferred← citeshttps://doi.org/10.1109/tvcg.2021.3106497openalex-snapshot
Adaptive Light Estimation using Dynamic Filtering for Diverse Lighting Conditions
inferred← citeshttps://doi.org/10.1109/tvcg.2023.3235277openalex-snapshot
High-Fidelity Specular SVBRDF Acquisition From Flash Photographs
inferred← citeshttps://doi.org/10.1109/tvcg.2024.3372132openalex-snapshot
Projection Mapping with a Brightly Lit Surrounding Using a Mixed Light Field Approach
inferred← citeshttps://doi.org/10.1109/tvcg.2025.3549890openalex-snapshot
DPCS: Path Tracing-Based Differentiable Projector-Camera Systems
inferred← citeshttps://doi.org/10.1109/wacv61042.2026.00222openalex-snapshot
Reconstructing Realistic and Relightable Eyes
inferred← citeshttps://doi.org/10.1111/cgf.13087openalex-snapshot
NeuroLens: Data‐Driven Camera Lens Simulation Using Neural Networks
inferred← citeshttps://doi.org/10.1111/cgf.13225openalex-snapshot
Deep Shading: Convolutional Neural Networks for Screen Space Shading
inferred← citeshttps://doi.org/10.1111/cgf.13633openalex-snapshot
Neural BTF Compression and Interpolation
inferred← citeshttps://doi.org/10.1111/cgf.13732openalex-snapshot
State‐of‐the‐art in Multi‐Light Image Collections for Surface Visualization and Analysis
inferred← citeshttps://doi.org/10.1111/cgf.13783openalex-snapshot
Deep‐learning the Latent Space of Light Transport
inferred← citeshttps://doi.org/10.1111/cgf.13921openalex-snapshot
Unified Neural Encoding of BTFs
inferred← citeshttps://doi.org/10.1111/cgf.14283openalex-snapshot
Deep Neural Models for Illumination Estimation and Relighting: A Survey
inferred← citeshttps://doi.org/10.1111/cgf.14392openalex-snapshot
From Noon to Sunset: Interactive Rendering, Relighting, and Recolouring of Landscape Photographs by Modifying Solar Position
inferred← citeshttps://doi.org/10.1111/cgf.14467openalex-snapshot
OutCast: Outdoor Single‐image Relighting with Cast Shadows
inferred← citeshttps://doi.org/10.1111/cgf.14480openalex-snapshot
Neural Precomputed Radiance Transfer
inferred← citeshttps://doi.org/10.1111/cgf.14885openalex-snapshot
Neural Free‐Viewpoint Relighting for Glossy Indirect Illumination
inferred← citeshttps://doi.org/10.1111/cgf.14889openalex-snapshot
Practical Acquisition of Shape and Plausible Appearance of Reflective and Translucent Objects
inferred← citeshttps://doi.org/10.1145/2998559.2998567openalex-snapshot
Image-Based Relighting using Room Lighting Basis
inferred← citeshttps://doi.org/10.1145/3005358.3005387openalex-snapshot
Neural network ambient occlusion
inferred← citeshttps://doi.org/10.1145/3034185openalex-snapshot
Interactive Relighting in Single Low-Dynamic Range Images
inferred← citeshttps://doi.org/10.1145/3072959.3034185openalex-snapshot
Interactive Relighting in Single Low-Dynamic Range Images
inferred← citeshttps://doi.org/10.1145/3197517.3201313openalex-snapshot
Deep image-based relighting from optimal sparse samples
inferred← citeshttps://doi.org/10.1145/3203192openalex-snapshot
Deep Surface Light Fields
inferred← citeshttps://doi.org/10.1145/3306346.3323027openalex-snapshot
Deep reflectance fields
inferred← citeshttps://doi.org/10.1145/3355088.3365160openalex-snapshot
A Flexible Neural Renderer for Material Visualization
inferred← citeshttps://doi.org/10.1145/3374753openalex-snapshot
Real-time Global Illumination Decomposition of Videos
inferred← citeshttps://doi.org/10.1145/3414685.3417767openalex-snapshot
Deferred neural lighting
inferred← citeshttps://doi.org/10.1145/3414685.3417827openalex-snapshot
X-Fields
inferred← citeshttps://doi.org/10.1145/3446328openalex-snapshot
Neural Light Transport for Relighting and View Synthesis
inferred← citeshttps://doi.org/10.1145/3450626.3459798openalex-snapshot
Neural complex luminaires
inferred← citeshttps://doi.org/10.1145/3450626.3459872openalex-snapshot
Total relighting
inferred← citeshttps://doi.org/10.1145/3528223.3530105openalex-snapshot
Practical level-of-detail aggregation of fur appearance
inferred← citeshttps://doi.org/10.1145/3570327openalex-snapshot
Deep Appearance Prefiltering
inferred← citeshttps://doi.org/10.1145/3588432.3591482openalex-snapshot
Relighting Neural Radiance Fields with Shadow and Highlight Hints
inferred← citeshttps://doi.org/10.1145/3588432.3591515openalex-snapshot
Single Image Neural Material Relighting
inferred← citeshttps://doi.org/10.1145/3593428openalex-snapshot
Exploiting Local Shape and Material Similarity for Effective SV-BRDF Reconstruction from Sparse Multi-Light Image Collections
inferred← citeshttps://doi.org/10.1145/3680528.3687671openalex-snapshot
OLAT Gaussians for Generic Relightable Appearance Acquisition
inferred← citeshttps://doi.org/10.1145/3690390openalex-snapshot
Efficient and User-Friendly Visualization of Neural Relightable Images for Cultural Heritage Applications
inferred← citeshttps://doi.org/10.1145/3695866openalex-snapshot
RNA: Relightable Neural Assets
inferred← citeshttps://doi.org/10.1145/3731715.3733445openalex-snapshot
Text-Guided Realistic Single Image Relighting with Wavelet Mamba Diffusion Network
inferred← citeshttps://doi.org/10.1145/3737292openalex-snapshot
A Modular Approach for Leveraging BRDF Monotonicity in Computing Shading Normals from Multi-Light Image Collections
inferred← citeshttps://doi.org/10.1145/3759452openalex-snapshot
A Neural Reflectance Field Model for Accurate Relighting in RTI Applications
inferred← citeshttps://doi.org/10.1609/aaai.v36i3.20223openalex-snapshot
Anisotropic Fourier Features for Neural Image-Based Rendering and Relighting
inferred← citeshttps://doi.org/10.2312/sr.20211299openalex-snapshot
NeLF: Neural Light-transport Field for Portrait View Synthesis and Relighting
inferred← citeshttps://doi.org/10.26868/25222708.2019.210369openalex-snapshot
Predicting Annual Equirectangular Panoramic Luminance Maps Using Deep Neural Networks
inferred← citeshttps://doi.org/10.31219/osf.io/gsfbdopenalex-snapshot
NeLF: Neural Light-transport Field for Portrait View Synthesis and Relighting
inferred← citeshttps://doi.org/10.31224/osf.io/a4rjfopenalex-snapshot
Multiple Scale One-to-One Relighting Network
inferred← citeshttps://doi.org/10.3390/jimaging9090175openalex-snapshot
End-to-End Depth-Guided Relighting Using Lightweight Deep Learning-Based Method
inferred← citeshttps://doi.org/10.48550/arxiv.1908.09530openalex-snapshot
A Flexible Neural Renderer for Material Visualization
inferred← citeshttps://doi.org/10.48550/arxiv.1910.13921openalex-snapshot
Neural View-Interpolation for Sparse Light Field Video
inferred← citeshttps://doi.org/10.48550/arxiv.2008.03824openalex-snapshot
Neural Reflectance Fields for Appearance Acquisition
inferred← citeshttps://doi.org/10.48550/arxiv.2010.00450openalex-snapshot
X-Fields: Implicit Neural View-, Light- and Time-Image Interpolation
inferred← citeshttps://doi.org/10.48550/arxiv.2010.08888openalex-snapshot
Light Stage Super-Resolution: Continuous High-Frequency Relighting
inferred← citeshttps://doi.org/10.48550/arxiv.2107.06125openalex-snapshot
MSR-Net: Multi-Scale Relighting Network for One-to-One Relighting
inferred← citeshttps://doi.org/10.70675/99e72820z0e59z4695z99aez4b4d1a8f16abopenalex-snapshot
Detection and characterization of appearance change by imaging and artificial vision for the conservation documentation of cultural heritage metal objects
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