Material Capture

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

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

Capturing Animation-Ready Isotropic Materials Using Systematic Poking

Huanyu Chen, Danyong Zhao, Jernej Barbic

Journal meta-only SIGGRAPH Asia 2023 Animation & Simulation
Material Capture Hyperelastic Material Deformable Simulation FEM Cubic Spline

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

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

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

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