Selected publications   [ more ]

BodyFormer: Semantics-guided 3D Body Gesture Synthesis with Transformer
by Kunkun Pang*, Dafei Qin* (joint first authors), Yingruo Fan, Julian Habekost, Takaaki Shiratori, Junichi Yamagishi, Taku Komura

ACM Transactions on Graphics 42(4), 2023
[paper]
Neural Face Rigging for Animating and Retargeting Facial Meshes in the Wild
by Dafei Qin, Jun Saito, Noam Aigerman, Thibault Groueix, Taku Komura

SIGGRAPH 2023
[paper]
NeuralUDF: Learning Unsigned Distance Fields for Multi-view Reconstruction of Surfaces with Arbitrary Topologies
by Xiaoxiao Long, Cheng Lin, Lingjie Liu, Yuan Liu, Peng Wang, Christian Theobalt, Taku Komura, Wenping Wang

CVPR, 2023
[arxiv] [project page with code]
F-NeRF: Fast Neural Radiance Field Training with Free Camera Trajectories
by Peng Wang, Yuan Liu, Zhaoxi Chen, Lingjie Liu, Ziwei Liu, Taku Komura, Christian Theobalt, Wenping Wang

CVPR, 2023
[arxiv] [project page with code]
Hierarchical Temporal Transformer for 3D Hand Pose Estimation and Action Recognition from Egocentric RGB Videos
by Yilin Wen, Hao Pan, Lei Yang, Jia Pan, Taku Komura and Wenping Wang

CVPR, 2023
[arxiv] [project page with code]
Isotropic ARAP Energy Using Cauchy-Green Invariants
by Huancheng Lin, Floyd Chitalu, Taku Komura

ACM Transactions on Graphics, vol 41, No. 6, 2022
[PDF] [video] [Presentation video] [Presentation on Youtube] [project page with code]
Simulating Brittle Fracture with Material Points
by Linxu Fan, Floyd Chitalu, Taku Komura

ACM Transactions on Graphics, vol 41, No. 5, 2022
[PDF] [video]
DeepPhase: Periodic Autoencoders for Learning Motion Phase Manifolds
by Sebastian Starke, Ian Mason, Taku Komura

ACM Transactions on Graphics, vol 41, No. 4, 2022 (Proc of SIGGRAPH 2022)
[PDF] [Youtube]
FaceFormer: Speech-Driven 3D Facial Animation with Transformers
by Yingruo Fan, Zhaojiang Lin, Jun Saito, Wenping Wang, Taku Komura

Proceedings of CVPR 2022 (oral)
[PDF] [video]
Coverage Axis: Inner Point Selection for 3D Shape Skeletonization
by Zhiyang Dou, Cheng Lin, Rui Xu, Lei Yang, Shiqing Xin, Taku Komura, Wenping Wang

Computer Graphics Forum 41(2), 2022 (Proceedings of Eurographics 2022)
[PDF]
Joint Audio-Text Model for Expressive Speech-Driven 3D Facial Animation
by Yingruo Fan, Zhaojiang Lin, Jun Saito, Wenping Wang, Taku Komura

Proceedings of the ACM in Computer Graphics and Interactive Techniques (Proceedings of I3D2022)
[PDF] [video]
Real-Time Style Modelling of Human Locomotion via Feature-Wise Transformations and Local Motion Phases
by Ian Mason, Sebastian Starke, Taku Komura

Proceedings of the ACM in Computer Graphics and Interactive Techniques (Proceedings of I3D2022)
[PDF] [video] [data]
ManipNet: Neural Manipulation Synthesis with a Hand-Object SpatialRepresentation
by He Zhang, Yuting Ye, Takaaki Shiratori and Taku Komura

ACM Transactions on Graphics 40(4), 2021 (Proceedings of SIGGRAPH 2021)
[Webpage] [PDF] [video]
Neural Animation Layering for Synthesizing Martial Arts Movements
by Sebastian Starke, Yiwei Zhao, Fabio Zinno and Taku Komura

ACM Transactions on Graphics 40(4), 2021 (Proceedings of SIGGRAPH 2021)
[PDF] [video]
MotioNet: 3D Human Motion Reconstruction from Video with Skeleton Consistency
by Mingyi Shi, Kfir Aberman, Andreas Aristidou, Taku Komura, Dani Lischinski, Daniel Cohen-Or, Baoquan Chen

ACM Transactions on Graphics 40(1), 2021
[Webpage] [PDF] [video]
Learning 3D Global Human Motion Estimation from Unpaired, Disjoint Datasets
by Julian Habekost, Takaaki Shiratori, Yuting Ye and Taku Komura

Proceedings of BMVC 2020
[PDF] [video] [presentation]
Local Motion Phases for Learning Multi-Contact Character Movements
by Sebastian Starke, Yiwei Zhao, Taku Komura and Kazi Zaman

ACM Transactions on Graphics 39(4), 2020 (Proceedings of SIGGRAPH 2020)
[Webpage] [PDF] [Video]
Automatic spatial estimation of white matter hyperintensities evolution in brain MRI using disease evolution predictor deep neural networks
by Muhammad Febrian Rachmad Maria del C.Valdés Hernández, Stephen Makin, Joanna Wardlaw, Taku Komura
Medical Image Analysis, 63 (2020)
[PDF]
Displacement-Correlated XFEM for Simulating Brittle Fracture
by Floyd Chitalu, Qinghai Miao, Kartic Subr, Taku Komura

Computer Graphics Forum 39(2), Proceedings of Eurographics 2020
[PDF] [Video] [code for cutting]
Binary Ostensibly-Implicit Trees for Fast Collision Detection
by Floyd Chitalu, Christophe Dubach, Taku Komura

Computer Graphics Forum 39(2), Proceedings of Eurographics 2020
[PDF] [code]
Neural State Machine for Character-Scene Interactions
by Sebastian Starke*, He Zhang* (joint-first authors), Taku Komura, Jun Saito

ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2019)
[PDF] [video]
Predicting the Evolution of White Matter Hyperintensities in Brain MRI using Generative Adversarial Networks and Irregularity Map
by Muhammad Febrian Rachmadi, Maria del C. Vadés Hernández, Stephen Makin, Joanna M. Wardlaw, Taku Komura

MICCAI 2019
[PDF]
Automatic Irregular Texture Detection in Brain MRI without Human Supervision
by Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Taku Komura

MICCAI 2018
[PDF]
Mode-Adaptive Neural Networks for Quadruped Motion Control
by He Zhang, Sebastian Starke, Taku Komura, Jun Saito

ACM Transactions on Graphics 37(4),2018 (Proceedings of SIGGRAPH 2018)
[PDF] [video]
A Sampling Approach to Generating Closely Interacting 3D Pose-pairs from 2D Annotations
by Kangxue Yin, Hui Huang, Edmond S. L. Ho, Hao Wang, Taku Komura, Daniel Cohen-Or, Hao Zhang

IEEE Transactions on Visualization and Computer Graphics, accepted
[PDF] [video] [Project Page ]
Segmentation of White Matter Hyperintensities using Convolutional Neural Networks with Global Spatial Information in Routine Clinical Brain MRI with None or Mild Vascular Pathology
by Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Maria Leonora, Fatimah Agan, Carol DiPerri, Taku Komura

Computerized Medical Imaging and Graphics Computerized Medical Imaging and Graphics
[PDF]
Widening Viewing Angles of Automultiscopic Displays using Refractive Inserts
by Geng Lyu, Xukun Shen, Taku Komura, Kartic Subr, Lijun Teng

IEEE Transactions on Visualization and Computer Graphics, vol 24, 2018 (Special Issue on IEEE VR)
[PDF] [Youtube Video]
Recurrent Variational Autoencoder for Human Motion Synthesis
by Ikhsanul Habibie, Daniel Holden, Jonathan Schwarz, Joe Yearsley, Taku Komura

Proceedings of British Machine Vision Conference 2017
[PDF]
Phase-Functioned Neural Networks for Character Control
by Daniel Holden, Taku Komura, Jun Saito

ACM Transactions on Graphics 36(4), 2017 (Proceedings of SIGGRAPH 2017)
[PDF] [webpage]
Fast Neural Style Transfer for Motion Data
by Daniel Holden, Ikhsanul Habibie, Ikuo Kusajima, Taku Komura
IEEE Computer Graphics and Applications 37(4), 2017
[PDF] [VIDEO]
Character-Object Interaction Retrieval using the Interaction Bisector Surface
by Xi Zhao, Myung-Geol Choi, Taku Komura

Computer Graphics Forum 36(2), 2017 (Proceedings of Eurographics 2017)
[PDF]
Neural Network Ambient Occlusion
by Daniel Holden, Jun Saito, Taku Komura

SIGGRAPH Asia 2016 Technical Briefs Program
[PDF] [Shaders and Filters] [Code and Data]
Relationship Templates for Creating Scene Variations
by Xi Zhao, Ruizhen Hu, Paul Guerrero, Niloy J. Mitra, Taku Komura

ACM Transactions on Graphics 35(6) 2016, (Proceedings of SIGGRAPH Asia 2016)
[PDF] [Project Webpage]
A Deep Learning Framework for Character Motion Synthesis and Editing
by Daniel Holden, Jun Saito, Taku Komura

ACM Transactions on Graphics 35(4) 2016, (Proceedings of SIGGRAPH 2016)
[PDF] [video] [Project Webpage]
Character contact repositioning under large environment deformation
by Steve Tonneau, Rami Al-Ashqar (joint first authors), Jullian Pettre, Taku Komura, Nicolas Mansard

Computer Graphics Forum 35(2) 2016, (Proceedings of Eurographics 2016)
[PDF] [video]
Learning Motion Manifolds with Convolutional Autoencoders
by Daniel Holden, Jun Saito, Taku Komura, Thomas Joyce

ACM SIGGRAPH Asia 2015, Technical Briefs Program
[PDF] [video]
Learning an Inverse Rig Mapping for Character Animation
by Daniel Holden, Jun Saito, Taku Komura

ACM SIGGRAPH/Eurographics Symposium on Computer Animation 2015
[PDF] [video] [Youtube]
Indexing 3D Scenes by Interaction Bisector Surface
by Xi Zhao, He Wang, Taku Komura

ACM Transactions on Graphics 2014 (presented at SIGGRAPH 2014)
[paper] [Project Webpage]
An Energy-driven Motion Planning Method for Two Distant Postures
by He Wang, Edmond Ho, Taku Komura

IEEE Transactions on Visualization and Computer Graphics 21(1), 2015
[PDF]
Harmonic Parameterization by Electrostatics
by {He Wang / Kirill Sidorov} (joint first authors), Peter Sandilands, Taku Komura

ACM Transactions on Graphics 32(5),155, 2013 (presented at SIGGRAPH 2014)
[pre-print]
Interactive Formation Control in Complex Environments
Joseph Henry, Hubert P. H. Shum, Taku Komura

IEEE Transactions on Visualization and Computer Graphic (accepted 2013)
[video] [Project page]
Dynamic Comics for Hierarchical Abstraction of 3D Animation Data
Myung Geol Choi, Seung-Tak Noh, Taku Komura, and Takeo Igarashi

Computer Graphics Forum (Proceedings of Pacific Graphics 2013)
[PDF] [video] [Project page 1] [Project page 2]
Relationship Descriptors for Interactive Motion Adaptation
by Rami Ali Al-Asqhar, Taku Komura, Myung Geol Choi

ACM SIGGRAPH / Eurographics Symposium on Computer Animation 2013
[PDF] [video]
Edinburgh Interaction Database
by Peter Sandilands, Myung Geol Choi, Taku Komura

ACM SIGGRAPH / Eurographics Symposium on Computer Animation 2013 (poster)
[Database]
Interaction Mesh Based Motion Adaptation for Biped Humanoid Robots
by Shinichiro Nakaoka and Taku Komura

IEEE Humanoids 2012
[PDF] [poster] [poster (PDF)]
Environment-aware Real-Time Crowd Control
by Joseph Henry, Hubert Shum and Taku Komura

ACM SIGGRAPH/Eurographics Symposium on Computer Animation 2012
[PDF] [video] [Project page]
Hierarchical Motion Planning in Topological Representations
by Dmitry Zarubin, Vladimir Ivan, Marc Toussaint, Taku Komura, Sethu Vijayakumar

Proceedings of Robotics Science and Systems VIII, 2012
[PDF] [Project page]
Manipulation of Flexible Objects by Geodesic Control
by He Wang and Taku Komura

Computer Graphics Forum, 31(2), 2012 (Proceedings of Eurographics 2012)
[PDF] [Video] [Project page]
Interaction Retrieval by Spacetime Proximity Graphs
by Jeff K.T. Tang, Jacky C.P. Chan, Howard Leung and Taku Komura

Computer Graphics Forum, 31(2), 2012 (Proceedings of Eurographics 2012)
Simulating Multiple Character Interactions with Collaborative and Adversarial Goals
by Hubert Shum, Taku Komura, Shuntaro Yamazaki

IEEE Transactions on Visualization and Graphics, 18(5), 2012
[PDF] [Video] [Project page]
Spatial Relationship Preserving Character Motion Adaptation
by Edmond S.L. Ho, Taku Komura, Chiew-Lan Tai

ACM Transactions on Graphics, vol 29(4), 2010. (Proceedings of SIGGRAPH 2010)
[PDF] [Video] [Project page]
Indexing and Retrieving Motions of Characters in Close Contact
by Edmond S. L. Ho and Taku Komura

IEEE Transactions on Visualization and Computer Graphics, vol. 15, issue 3, pp. 481-492, May/June 2009. [PDF] [Video] [BibTex]
Character Motion Synthesis by Topology Coordinates
by Edmond S. L. Ho and Taku Komura

Computer Graphics Forum (Eurographics 2009), vol. 28, issue 2, Mar 2009. [PDF] [Video] [BibTex] [Project page]
Interaction Patches for Multi-Character Animation
by Hubert Shum, Taku Komura, Masashi Shiraishi and Shuntaro Yamazaki

ACM Transactions on Graphics, vol 27(5), 2008. (Proceedings of SIGGRAPH ASIA 2008)
[PDF] [Video] [Project page]
Simulating Interactions of Avatars in High Dimensional State Space
by Hubert Shum, Taku Komura and Shuntaro Yamazaki

Proceedings of the 2008 Symposium on Interactive 3D Graphics and Games (I3D 2008)
[PDF] [Video] [Project page]
Simulating Competitive Interactions using Singly Captured Motions
by Hubert Shum, Taku Komura and Shuntaro Yamazaki

Proceedings of the 2007 ACM Virtual Reality Software Technology
[PDF] [Video] [Project page]
Topology Matching for Full Automatic Similarity Estimation of 3D Shapes
by Masaki Hilaga, Yoshihisa Shinagawa, Taku Komura and Tosiyasu L. Kunii

Proceedings of SIGGRAPH 2001
[PDF]

Last updated: 21 May 2010