SVBRDF

Deep SVBRDF Estimation from Single Image under Learned Planar Lighting

Lianghao Zhang, Fangzhou Gao, Li Wang, Minjing Yu, Jiamin Cheng, Jiawan Zhang

Conference meta-only SIGGRAPH 2023 Rendering

SVBRDF Inverse Rendering Material Capture Deep Learning Appearance Modeling

End-to-end Procedural Material Capture with Proxy-Free Mixed-Integer Optimization

Beichen Li, Liang Shi, Wojciech Matusik

Journal meta-only SIGGRAPH 2023 Rendering

Procedural Material Inverse Rendering SVBRDF Mixed-Integer Optimization Differentiable Rendering

PhotoMat: A Material Generator Learned from Single Flash Photos

Xilong Zhou, Miloš Hašan, Valentin Deschaintre, Paul Guerrero, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Nima Khademi Kalantari

Conference SIGGRAPH 2023 Neural & Generative

SVBRDF Material Generation GAN Neural Material Relighting

Single Image Neural Material Relighting

James C. Bieron, Xin Tong, Pieter Peers

Conference SIGGRAPH 2023 Rendering

Neural Relighting SVBRDF Material Appearance Image-Based Rendering Encoder-Decoder

Towards Material Digitization with a Dual-scale Optical System

Elena Garces, Victor Arellano, Carlos Rodríguez-Pardo, David Pascual-Hernández, Sergio Suja, Jorge Lopez-Moreno

Journal meta-only SIGGRAPH 2023 Rendering

Material Digitization SVBRDF Appearance Capture Optical System Multi-Scale

Appearance-aware Multi-view SVBRDF Reconstruction via Deep Reinforcement Learning

Pengfei Zhu, Jie Guo, Yifan Liu, Qi Sun, Yanxiang Wang, Keheng Xu, Ligang Liu, Yanwen Guo

Conference meta-only SIGGRAPH 2025 Reconstruction

SVBRDF Multi-View Reconstruction Reinforcement Learning Inverse Rendering Material Capture

Facial Appearance Capture at Home with Patch-Level Reflectance Prior

Yuxuan Han, Junfeng Lyu, Kuan Sheng, Minghao Que, Qixuan Zhang, Lan Xu, Feng Xu

Journal SIGGRAPH 2025 Reconstruction

Facial Appearance Capture Diffusion Model Inverse Rendering SVBRDF Face Modeling

Practical Inverse Rendering of Textured and Translucent Appearance

Philippe Weier, Jérémy Riviere, Ruslan Guseinov, Stephan J. Garbin, Philipp Slusallek, Bernd Bickel, Thabo Beeler, Delio Vicini

Journal meta-only SIGGRAPH 2025 Rendering

Inverse Rendering Translucent Appearance Subsurface Scattering Differentiable Rendering Texture SVBRDF

Uncertainty for SVBRDF Acquisition using Frequency Analysis

Ruben Wiersma, Julien Philip, Miloš Hašan, Krishna Mullia, Fujun Luan, Elmar Eisemann, Valentin Deschaintre

Conference SIGGRAPH 2025 Rendering

SVBRDF Uncertainty Estimation Inverse Rendering Frequency Analysis Spherical Harmonics Material Acquisition

VideoNeuMat: Neural Material Extraction from Generative Video Models

Bowen Xue, Saeed Hadadan, Zheng Zeng, Fabrice Rousselle, Zahra Montazeri, Milos Hasan

Conference SIGGRAPH 2026 Neural & Generative

Neural Material Diffusion Model Material Generation Large Reconstruction Model SVBRDF

DeepBasis: Hand-Held Single-Image SVBRDF Capture via Two-Level Basis Material Model

Li Wang, Lianghao Zhang, Fangzhou Gao, Jiawan Zhang

Conference meta-only SIGGRAPH Asia 2023 Reconstruction

SVBRDF Material Capture Inverse Rendering Deep Learning Single Image

Diffusion Posterior Illumination for Ambiguity-Aware Inverse Rendering

Linjie Lyu, Ayush Tewari, Marc Habermann, Shunsuke Saito, Michael Zollhöfer, Thomas Leimkühler, Christian Theobalt

Journal SIGGRAPH Asia 2023 Rendering

Inverse Rendering Diffusion Model Differentiable Rendering Environment Map SVBRDF

HyperDreamer: Hyper-Realistic 3D Content Generation and Editing from a Single Image

Tong Wu, Zhibing Li, Shuai Yang, Pan Zhang, Xingang Pan, Jiaqi Wang, Dahua Lin, Ziwei Liu

Conference SIGGRAPH Asia 2023 Neural & Generative

3D Generation Single Image Reconstruction Diffusion Model SVBRDF Text-Guided Editing SDF

MatFusion: A Generative Diffusion Model for SVBRDF Capture

Sam Sartor, Pieter Peers

Conference SIGGRAPH Asia 2023 Neural & Generative

SVBRDF Diffusion Model Appearance Modeling Inverse Rendering Material Capture

OpenSVBRDF: A Database of Measured Spatially-Varying Reflectance

Xiaohe Ma, Xianmin Xu, Leyao Zhang, Kun Zhou, Hongzhi Wu

Journal meta-only SIGGRAPH Asia 2023 Rendering

SVBRDF Reflectance Database Appearance Capture Material Acquisition Neural Representation

Correlation-aware Encoder-Decoder with Adapters for SVBRDF Acquisition

Di Luo, Hanxiao Sun, Lei Ma, Jian Yang, Beibei Wang

Conference meta-only SIGGRAPH Asia 2024 Rendering

SVBRDF Material Appearance Encoder Decoder Adapter Appearance Acquisition

Neural Differential Appearance Equations

Chen Liu, Tobias Ritschel

Journal SIGGRAPH Asia 2024 Neural & Generative

Dynamic Texture Material Appearance Neural ODE SVBRDF Differentiable Rendering Generative Model

NFPLight: Deep SVBRDF Estimation via the Combination of Near and Far Field Point Lighting

Li Wang, Lianghao Zhang, Fangzhou Gao, Yuzhen Kang, Jiawan Zhang

Journal meta-only SIGGRAPH Asia 2024 Rendering

SVBRDF Material Capture Appearance Modeling Point Lighting Deep Learning

Chord: Chain of Rendering Decomposition for PBR Material Estimation from Generated Texture Images

Zhi Ying, Boxiang Rong, Jingyu Wang, Maoyuan Xu

Conference SIGGRAPH Asia 2025 Neural & Generative

PBR Material Diffusion Model SVBRDF Inverse Rendering Texture Synthesis Appearance Modeling

Diffusion-Guided Relighting for Single-Image SVBRDF Estimation

Youxin Xing, Zheng Zeng, Youyang Du, Lu Wang, Beibei Wang

Conference SIGGRAPH Asia 2025 Rendering

SVBRDF Diffusion Model Neural Relighting Inverse Rendering Material Capture ControlNet

EBREnv: SVBRDF Estimation in Uncontrolled Environment Lighting via Exemplar-Based Representation

Li Wang, Jiajun Zhao, Lianghao Zhang, Fangzhou Gao, Jiawan Zhang

Conference SIGGRAPH Asia 2025 Reconstruction

SVBRDF Environment Lighting Inverse Rendering Material Capture Spherical Gaussian

Single-Shot Facial Capture using Polarized RGB Sinusoidal Illumination

Arvin Lin, Abhijeet Ghosh

Conference SIGGRAPH Asia 2025 Reconstruction

Facial Appearance Capture Single-Shot Capture Polarized Illumination Reflectance Separation SVBRDF Photometric Normals

Sparse SVBRDF Acquisition via Importance-Aware Illumination Multiplexing

Lianghao Zhang, Zixuan Wang, Fangzhou Gao, Li Wang, Ruya Sun, Jiawan Zhang

Journal meta-only SIGGRAPH Asia 2025 Reconstruction

SVBRDF Material Acquisition Illumination Multiplexing Adaptive Sampling Microfacet Theory Inverse Rendering