Machine Learning

Neural Motion Compression with Frequency-adaptive Fourier Feature Network

Eurographics 2022 Short Paper Program

Kenji Tojo, yifei, Nobuyuki Umetani

Neural Motion Compression with Frequency-adaptive Fourier Feature Network

Per Garment Capture and Synthesis for Real-time Virtual Try-on

Proceedings of UIST 2021

Toby Chong, I-Chao Shen, Nobuyuki Umetani, Takeo Igarashi

Per Garment Capture and Synthesis for Real-time Virtual Try-on

Data-driven Garment Pattern Estimation from 3D Geometries

Eurographics 2021 Short Paper Program

Chihiro Goto, Nobuyuki Umetani

Data-driven Garment Pattern Estimation from 3D Geometries

A Curvature and Density‐based Generative Representation of Shapes

Computer Graphics Forum 40(1) 2021

Zi Ye, Nobuyuki Umetani, Takeo Igarashi, Tim Hoffmann

Learning Three-dimensional Flow for Interactive Aerodynamic Design

ACM Transation of Graphics 37(4) (SIGGRAPH 2018)

Nobuyuki Umetani, Bernd Bickel

Learning Three-dimensional Flow for Interactive Aerodynamic Design

Exploring Generative 3D Shapes Using Autoencoder Networks

ACM SIGGRAPH Asia 2017 Technical Briefs

Nobuyuki Umetani

Exploring Generative 3D Shapes Using Autoencoder Networks

OmniAD: Data-driven Omni-directional Aerodynamics

ACM Transaction of Graphics 34(4) (SIGGRAPH 2015)

Tobias Martin, Nobuyuki Umetani, Bernd Bickel

OmniAD: Data-driven Omni-directional Aerodynamics

Sensitivity-optimized Rigging for Example-based Real-time Clothing Synthesis

ACM Transation of Graphics 33(4) (SIGGRAPH 2014)

Weiwei Xu, Nobuyuki Umetani, Qianwen Chao, Jie Mao, Xiaogang Jin, Xin Tong

Sensitivity-optimized Rigging for Example-based Real-time Clothing Synthesis

Pteromys: Interactive Design and Optimization of Free-formed Free-flight Model Airplanes

ACM Transation of Graphics 33(4) (SIGGRAPH 2014)

Nobuyuki Umetani, Yuki Koyama, Ryan Schmidt, Takeo Igarashi

Pteromys: Interactive Design and Optimization of Free-formed Free-flight Model Airplanes