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Lighting Estimation

Lighting Estimation analyzes given images to provide detailed information about the lighting in a scene.

Papers

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Showing 1–50 of 53 papers

TitleStatusHype
CleAR: Robust Context-Guided Generative Lighting Estimation for Mobile Augmented Reality—0
LightOctree: Lightweight 3D Spatially-Coherent Indoor Lighting Estimation—0
Zero-LED: Zero-Reference Lighting Estimation Diffusion Model for Low-Light Image Enhancement—0
Editable Scene Simulation for Autonomous Driving via Collaborative LLM-AgentsCode3
Pano-NeRF: Synthesizing High Dynamic Range Novel Views with Geometry from Sparse Low Dynamic Range Panoramic ImagesCode0
DiffusionLight: Light Probes for Free by Painting a Chrome BallCode2
Towards a Perceptual Evaluation Framework for Lighting EstimationCode1
Relightable 3D Gaussians: Realistic Point Cloud Relighting with BRDF Decomposition and Ray Tracing—0
A Real-time Method for Inserting Virtual Objects into Neural Radiance Fields—0
Spatiotemporally Consistent HDR Indoor Lighting Estimation—0
EverLight: Indoor-Outdoor Editable HDR Lighting Estimation—0
Factorized Inverse Path Tracing for Efficient and Accurate Material-Lighting EstimationCode1
NeILF++: Inter-Reflectable Light Fields for Geometry and Material EstimationCode1
MAIR: Multi-view Attention Inverse Rendering with 3D Spatially-Varying Lighting EstimationCode1
Multi-Camera Lighting Estimation for Photorealistic Front-Facing Mobile Augmented Reality—0
Accidental Light Probes—0
Editable Indoor Lighting EstimationCode0
SPIDR: SDF-based Neural Point Fields for Illumination and Deformation—0
Neural Light Field Estimation for Street Scenes with Differentiable Virtual Object Insertion—0
StyleLight: HDR Panorama Generation for Lighting Estimation and EditingCode1
DeepPS2: Revisiting Photometric Stereo Using Two Differently Illuminated ImagesCode0
Physically-Based Editing of Indoor Scene Lighting from a Single Image—0
NeILF: Neural Incident Light Field for Physically-based Material EstimationCode1
Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences using Transformer Networks—0
Deep Graph Learning for Spatially-Varying Indoor Lighting Prediction—0
Spatially and color consistent environment lighting estimation using deep neural networks for mixed reality—0
Sparse Needlets for Lighting Estimation with Spherical Transport Loss—0
Indoor Lighting Estimation Using an Event Camera—0
OpenRooms: An Open Framework for Photorealistic Indoor Scene Datasets—0
Xihe: A 3D Vision-based Lighting Estimation Framework for Mobile Augmented RealityCode1
Spatially-Varying Outdoor Lighting Estimation from Intrinsics—0
A New Dimension in Testimony: Relighting Video with Reflectance Field Exemplars—0
GMLight: Lighting Estimation via Geometric Distribution ApproximationCode1
EMLight: Lighting Estimation via Spherical Distribution Approximation—0
Shape From Tracing: Towards Reconstructing 3D Object Geometry and SVBRDF Material from Images via Differentiable Path TracingCode1
Learning Illumination from Diverse Portraits—0
What is Learned in Deep Uncalibrated Photometric Stereo?—0
OpenRooms: An End-to-End Open Framework for Photorealistic Indoor Scene Datasets—0
Deep Lighting Environment Map Estimation from Spherical PanoramasCode1
PointAR: Efficient Lighting Estimation for Mobile Augmented RealityCode1
Lighthouse: Predicting Lighting Volumes for Spatially-Coherent IlluminationCode1
Deep Parametric Indoor Lighting Estimation—0
Deep Parametric Indoor Lighting EstimationCode0
All-Weather Deep Outdoor Lighting Estimation—0
Fast Spatially-Varying Indoor Lighting Estimation—0
Inverse Path Tracing for Joint Material and Lighting Estimation—0
Deep Sky Modeling for Single Image Outdoor Lighting Estimation—0
Inverse Path Tracing for Joint Material and Lighting Estimation—0
Specular-to-Diffuse Translation for Multi-View Reconstruction—0
Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Faces—0
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