inverse-rendering

There are 5 repositories under inverse-rendering topic.

NextFace
abdallahdib / NextFace
A high-fidelity 3D face reconstruction library from monocular RGB image(s)
3d-face-reconstruction deep-learning face-reconstruction morphable-model optimization pytorch shape-from-image spherical-harmonics reflectance-from-image 3d-graphics differentiable-programming differentiable-rendering face face-detection face-recognition graphics inverse-rendering raytracing shape-from-shading
Language:Jupyter Notebook 675
MaximeVandegar / Papers-in-100-Lines-of-Code
Implementation of papers in 100 lines of code.
python research deep-learning machine-learning implementation-of-research-paper educational pytorch papers generative-model inverse-rendering nerf artificial-intelligence gans aes 3d meta-learning neural-radiance-fields reinforcement-learning rl diffusion-models
Language:Python 588
yifita / DSS
Differentiable Surface Splatting
geometry-processing point-cloud rendering inverse-rendering siggraph-asia differentiable-rendering differentiable-renderer
Language:Python 420
javivelasco / react-tunnels
🚇 Render React components in placeholders that are placed somewhere else in the component tree.
breadcrumbs components inverse-rendering react react-tunnels tunnels
Language:JavaScript 397
fraunhoferhhi / neural-deferred-shading
Multi-View Mesh Reconstruction with Neural Deferred Shading (CVPR 2022)
3d-reconstruction computer-vision deep-learning differentiable-rendering inverse-graphics neural-rendering pytorch computer-graphics machine-learning optimization triangle-mesh neural rendering inverse-rendering
Language:Python 241
tkuri / Awesome-InverseRendering
List of awesome papers on Intrinsic Decomposition & Inverse Rendering
awesome-list awesome-lists dataset intrinsic-decomposition inverse-rendering paper papers
187
avik-pal / RayTracer.jl
Differentiable RayTracing in Julia
differentiable-programming gradient-descent raytracer inverse-rendering optimization julia mesh-rendering ray-tracer machine-learning
Language:Julia 146
ViLab-UCSD / OpenRooms
This is the dataset and code release of the OpenRooms Dataset. For more information, please refer to our webpage below. Thanks a lot for your interest in our research!
inverse-rendering synthetic-dataset-generation scene-understanding robotics
122
dogyoonlee / DP-NeRF
[CVPR 2023 - Official] DP-NeRF: Deblurred Neural Radiance Field with Physical Scene Priors
3d-from-images inverse-rendering neural-radiance-field blind-deblurring
Language:Python 72
akshatdave / pandora
Official Pytorch implementation of PANDORA: Polarization-Aided Neural Decomposition of Radiance
inverse-rendering nerf neural-rendering polarization polarization-imaging 3d-reconstruction computer-vision
Language:Python 61
mworchel / differentiable-shadow-mapping
Differentiable Shadow Mapping for Efficient Inverse Graphics (CVPR 2023)
computer-graphics computer-vision differentiable-rendering inverse-rendering machine-learning optimization rendering 3d-reconstruction 3d-rendering deep-learning pytorch inverse-graphics
Language:Jupyter Notebook 52
compphoto / Intrinsic
Repo for the paper "Intrinsic Image Decomposition via Ordinal Shading" (TOG 2023)
computer-graphics computer-vision image-processing intrinsic-decomposition inverse-rendering machine-learning multi-illumination
Language:Python 51
nmf
half-potato / nmf
Our method takes as input a collection of images (100 in our experiments) with known cameras, and outputs the volumetric density and normals, materials (BRDFs), and far-field illumination (environment map) of the scene.
deep-learning inverse-rendering nerf 3d-reconstruction 3d-rendering computer-vision
Language:Jupyter Notebook 50
changwoonchoi / IBL-NeRF
Official implementation of IBL-NeRF: Image-Based Lighting Formulation of Neural Radiance Fields (Computer Graphics Forum, Pacific Graphics 2023)
image-based-lighting intrinsic-decomposition neural-radiance-fields inverse-rendering
Language:Python 37
Jerrypiglet / rui-indoorinv-data
Script for generating customized data for indoor scene inverse rendering (e.g. FIPT, FVP, Li22, MonoSDF)
inverse-rendering nerf fipt monosdf
Language:Python 30
isl-org / objects-with-lighting
Repository for the Objects With Lighting Dataset
3d benchmark dataset inverse-rendering
Language:Python 28
hg-chung / DPIR
Differentiable Point-based Inverse Rendering
3d-graphics 3d-reconstruction brdf differentiable-rendering geometry inverse-rendering point-cloud reflectance-from-image splatting surface-normals
Language:Python 27
FastNRTF
EliaFantini / FastNRTF
Efficient 3D reconstruction and relighting of complex scenes with global illumination effects using Neural Radiance Transfer Fields
3d-reconstruction ai blender blender-python deep-learning inverse-rendering mitsuba mlp nerf neural-radiance-fields python pytorch sdf svbrdf nvdiffrecmc neural-rendering
Language:Python 25
mworchel / differentiable-rendering-parametric
Differentiable Rendering of Parametric Geometry (SIGGRAPH Asia 2023)
3d-reconstruction computer-aided-design computer-graphics computer-vision deep-learning differentiable-rendering inverse-graphics inverse-rendering machine-learning parametric-surface pytorch rendering shape-modeling
Language:Python 25
onpix / NeP
[CVPR2024] Inverse Rendering of Glossy Objects via the Neural Plenoptic Function and Radiance Fields
cvpr cvpr2024 inverse-rendering nerf neural-rendering
20
compphoto / IntrinsicCompositing
Code for the SIGGRAPH Asia 2023 paper "Intrinsic Harmonization for Illumination-Aware Compositing"
image-composition intrinsic-image-decomposition inverse-rendering lighting-estimation object-insertion relighting
Language:Python 18
Accelsnow / gaussian-splatting-distwar
DISTWAR atomic reduction optimization on "3D Gaussian Splatting for Real-Time Radiance Field Rendering".
3d-gaussian-splatting cpp cuda-programming differentiable-rendering inverse-rendering pytorch computer-graphics computer-vision radiance-field
Language:Python 16
Accelsnow / diff-gaussian-rasterization-distwar
DISTWAR-enabled rasterization engine for the paper "3D Gaussian Splatting for Real-Time Rendering of Radiance Fields"
3d-gaussian-splatting computer-graphics computer-vision cpp cuda-programming differentiable-rendering inverse-rendering radiance-field
Language:Cuda 11
AndyWangZH / Differentiable-Rendering-Notebook
This is Notebook for Differentiable Rendering/Inverse Rendering written by ZiHao Wang
differentiable-rendering inverse-rendering notebook
10
JADGardner / neusky
The Sky's the Limit: Relightable Outdoor Scenes via a Sky-pixel Constrained Illumination Prior and Outside-In Visibility
illumination inverse-rendering nerf neus outdoor relighting reni
Language:Jupyter Notebook 10
Roni-Lab / PPSNet
PPSNet: Leveraging Near-Field Lighting for Monocular Depth Estimation from Endoscopy Videos (arXiv, 2024)
clinical-data depth depth-estimation depth-refinement endoscopic-vision endoscopy endoscopy-video inverse-rendering knowledge-distillation monocular-depth-estimation near-field photometric sim2real transfer-learning
Language:Python 8
yiqun-wang / Factored-NeuS
Factored-NeuS: Reconstructing Surfaces, Illumination, and Materials of Possibly Glossy Objects
glossy illumination implicit-surfaces inverse-rendering materials multi-view-reconstruction nerf pytorch surface-reconstruction
Language:Python 8
Sheldonmao / Surface_Material_Perception
This is the official repository for IEEE JSTSP paper "Surface Material Perception Through Multimodal Learning".
inverse-rendering material
Language:Python 4
rendervous / vol_rec_from_images
Official implementation of the paper "Image-based Reconstruction of Heterogeneous Media in the Presence of Multiple Light-Scattering"
inverse-rendering physically-based-rendering volume-rendering
Language:Python 3
compphoto / MIDIntrinsics
Intrinsic components for the MIT Multi-Illumination Dataset
albedo dataset intrinsic-decomposition inverse-rendering multi-illumination photometric-stereo shading
Language:Python 2
MicroappleMA / CUBIC-Render
CUDA-based Independent and Customizable Render
cuda deferred-shading inverse-rendering pbr-shading rendering
Language:C++ 2
onai / inverse-rendering
Inverse rendering tool
inverse-rendering pytorch rendering
Language:NASL 1
onai / inverse-rendering-2
Inverse rendering tool
inverse-rendering pytorch rendering
Language:NASL 0

inverse-rendering

abdallahdib / NextFace

MaximeVandegar / Papers-in-100-Lines-of-Code

yifita / DSS

javivelasco / react-tunnels

fraunhoferhhi / neural-deferred-shading

tkuri / Awesome-InverseRendering

avik-pal / RayTracer.jl

ViLab-UCSD / OpenRooms

dogyoonlee / DP-NeRF

akshatdave / pandora

mworchel / differentiable-shadow-mapping

compphoto / Intrinsic

half-potato / nmf

changwoonchoi / IBL-NeRF

Jerrypiglet / rui-indoorinv-data

isl-org / objects-with-lighting

hg-chung / DPIR

EliaFantini / FastNRTF

mworchel / differentiable-rendering-parametric

onpix / NeP

compphoto / IntrinsicCompositing

Accelsnow / gaussian-splatting-distwar

Accelsnow / diff-gaussian-rasterization-distwar

AndyWangZH / Differentiable-Rendering-Notebook

JADGardner / neusky

Roni-Lab / PPSNet

yiqun-wang / Factored-NeuS

Sheldonmao / Surface_Material_Perception

rendervous / vol_rec_from_images

compphoto / MIDIntrinsics

MicroappleMA / CUBIC-Render

onai / inverse-rendering

onai / inverse-rendering-2