Hybrid learning with multi-scale graphs for enhanced garment deformation approximation.

Takashi Kanai

Tianxing Li 0002 Rui Shi Qing Zhu 0004 Takashi Kanai Hybrid learning with multi-scale graphs for enhanced garment deformation approximation. 114149 2026 186 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2025.114149 db/journals/asc/asc186.html#LiSZK26 streams/journals/asc

Yuhang Huang Takashi Kanai DeepFracture: A Generative Approach for Predicting Brittle Fractures with Neural Discrete Representation Learning. 2025 February 44 Comput. Graph. Forum 1 https://doi.org/10.1111/cgf.70002 db/journals/cgf/cgf44.html#HuangK25 streams/journals/cgf

Tomoyo Kikuchi Takashi Kanai A Unified Discrete Collision Framework for Triangle Primitives. 2025 44 Comput. Graph. Forum 2 https://doi.org/10.1111/cgf.70029 db/journals/cgf/cgf44.html#KikuchiK25 streams/journals/cgf

Tianxing Li 0002 Rui Shi Qing Zhu 0004 Liguo Zhang 0001 Takashi Kanai Spectrum-Enhanced Graph Attention Network for Garment Mesh Deformation. 7153-7170 2025 August 47 IEEE Trans. Pattern Anal. Mach. Intell. 8 https://doi.org/10.1109/TPAMI.2025.3570523 db/journals/pami/pami47.html#LiSZZK25 streams/journals/pami

Tianxing Li 0002 Rui Shi Takashi Kanai Qing Zhu 0004 Frequency-Divided Learning of Fine-Grained Clothing Behavior via Flexible Dynamic Graphs. 9166-9178 2025 October 31 IEEE Trans. Vis. Comput. Graph. 10 https://doi.org/10.1109/TVCG.2025.3591816 db/journals/tvcg/tvcg31.html#LiSKZ25 streams/journals/tvcg

Fumiya Narita Nimiko Ochiai Takashi Kanai Ryoichi Ando Quadtree Tall Cells for Eulerian Liquid Simulation. 10:1-10:11 2025 SIGGRAPH (Conference Paper Track) https://doi.org/10.1145/3721238.3730652 conf/siggraph/2025 db/conf/siggraph/siggraph2025.html#NaritaOKA25

Tianxing Li 0002 Rui Shi Zihui Li Takashi Kanai Qing Zhu 0004 Efficient Deformation Learning of Varied Garments with a Structure-Preserving Multilevel Framework. 8:1-8:19 2024 May 7 Proc. ACM Comput. Graph. Interact. Tech. 1 https://doi.org/10.1145/3651286 db/journals/pacmcgit/pacmcgit7.html#LiSLKZ24 streams/journals/pacmcgit

Tianxing Li 0002 Rui Shi Qing Zhu 0004 Takashi Kanai SwinGar: Spectrum-Inspired Neural Dynamic Deformation for Free-Swinging Garments. 6913-6927 2024 October 30 IEEE Trans. Vis. Comput. Graph. 10 https://doi.org/10.1109/TVCG.2023.3346055 db/journals/tvcg/tvcg30.html#LiSZK24 streams/journals/tvcg

Yuhang Huang Takashi Kanai Brittle Fracture Animation with VQ-VAE-Based Generative Method. 2024 SCA (Posters) https://doi.org/10.2312/sca.20241163 conf/sca/2024p db/conf/sca/sca2024p.html#HuangK24

Tianxing Li 0002 Rui Shi Takashi Kanai Detail-Aware Deep Clothing Animations Infused with Multi-Source Attributes. 231-244 2023 February 42 Comput. Graph. Forum 1 https://doi.org/10.1111/cgf.14651 db/journals/cgf/cgf42.html#LiSK23

Xin Huang Takashi Kanai Video-Based Motion Retargeting Framework between Characters with Various Skeleton Structure. 24:1-24:6 2023 MIG https://doi.org/10.1145/3623264.3624473 conf/mig/2023 db/conf/mig/mig2023.html#HuangK23

Tianxing Li 0002 Rui Shi Qing Zhu 0004 Takashi Kanai SwinGar: Spectrum-Inspired Neural Dynamic Deformation for Free-Swinging Garments. 2023 abs/2308.02827 CoRR https://doi.org/10.48550/arXiv.2308.02827 db/journals/corr/corr2308.html#abs-2308-02827

Yuhang Huang Takashi Kanai DeepFracture: A Generative Approach for Predicting Brittle Fractures. 2023 abs/2310.13344 CoRR https://doi.org/10.48550/arXiv.2310.13344 db/journals/corr/corr2310.html#abs-2310-13344

Tianxing Li 0002 Rui Shi Takashi Kanai MultiResGNet: Approximating Nonlinear Deformation via Multi-Resolution Graphs. 537-548 2021 40 Comput. Graph. Forum 2 https://doi.org/10.1111/cgf.142653 db/journals/cgf/cgf40.html#LiSK21

Zhi Qiao 0006 Takashi Kanai A GAN-based temporally stable shading model for fast animation of photorealistic hair. 127-138 2021 7 Comput. Vis. Media 1 https://doi.org/10.1007/s41095-020-0201-9 db/journals/cvm/cvm7.html#QiaoK21

Naoyuki Hirasawa Takashi Kanai Ryoichi Ando A flux-interpolated advection scheme for fluid simulation. 2607-2618 2021 37 Vis. Comput. 9-11 https://doi.org/10.1007/s00371-021-02187-2 db/journals/vc/vc37.html#HirasawaKA21

Zhen Luo Tianxing Li 0002 Takashi Kanai GarMatNet: A Learning-based Method for Predicting 3D Garment Mesh with Parameterized Materials. 4:1-4:10 2021 MIG https://doi.org/10.1145/3487983.3488294 conf/mig/2021 db/conf/mig/mig2021.html#LuoLK21

Tianxing Li 0002 Rui Shi Takashi Kanai Detail-aware Deep Clothing Animations Infused with Multi-source Attributes. 2021 abs/2112.07974 CoRR https://arxiv.org/abs/2112.07974 db/journals/corr/corr2112.html#abs-2112-07974

Jules Morel Alexandra Bac Takashi Kanai Segmentation of unbalanced and in-homogeneous point clouds and its application to 3D scanned trees. 2419-2431 2020 36 Vis. Comput. 10 https://doi.org/10.1007/s00371-020-01966-7 db/journals/vc/vc36.html#MorelBK20

Jiajun Zhang Takashi Kanai Biological Modeling of Feathers by Morphogenesis Simulation. 63-70 2020 CW https://doi.org/10.1109/CW49994.2020.00017 conf/cw/2020 db/conf/cw/cw2020.html#ZhangK20 Jules Morel Alexandra Bac Takashi Kanai Digital Terrain Model From UAV Photogrammetric Data. 77-87 2020 STAG https://doi.org/10.2312/stag.20201242 conf/egItaly/2020 db/conf/egItaly/stag2020.html#MorelBK20 Jules Morel Alexandra Bac Takashi Kanai High Accuracy Terrain Reconstruction from Point Clouds Using Implicit Deformable Model. 251-265 2020 ICCS (6) https://doi.org/10.1007/978-3-030-50433-5_20 conf/iccS/2020-6 db/conf/iccS/iccS2020-6.html#MorelBK20 Zhi Qiao 0006 Takashi Kanai An Energy-Conserving Hair Shading Model Based on Neural Style Transfer. 1-6 2020 PG (Short Papers, Posters, and Work-in-Progress Papers) https://doi.org/10.2312/pg.20201222 conf/pg/2020s db/conf/pg/pg2020s.html#QiaoK20 Tianxing Li 0002 Rui Shi Takashi Kanai DenseGATs: A Graph-Attention-Based Network for Nonlinear Character Deformation. 5:1-5:9 2020 I3D https://doi.org/10.1145/3384382.3384525 conf/si3d/2020 db/conf/si3d/si3d2020.html#LiSK20

Yuhang Huang Yonghang Yu Takashi Kanai Predicting brittle fracture surface shape from a versatile database. 2019 30 Comput. Animat. Virtual Worlds 6 https://doi.org/10.1002/cav.1865 db/journals/jvca/jvca30.html#HuangYK19

Chihiro Suzuki Takashi Kanai Viewpoint Selection for Liquid Animations. 11-12 2018 Symposium on Computer Animation (Posters) https://doi.org/10.2312/sca.20181188 conf/sca/2018p db/conf/sca/sca2018p.html#SuzukiK18

Duosheng Yu Takashi Kanai Data-driven subspace enrichment for elastic deformations with collisions. 779-788 2017 33 Vis. Comput. 6-8 https://doi.org/10.1007/s00371-017-1376-7 db/journals/vc/vc33.html#YuK17

Chenlei Wu Takashi Kanai Data-driven detailed hair animation for game characters. 221-230 2016 27 Comput. Animat. Virtual Worlds 3-4 https://doi.org/10.1002/cav.1700 db/journals/jvca/jvca27.html#WuK16

Masato Ishimuroya Takashi Kanai Adding Turbulence Based on Low-Resolution Cascade Ratios. 67-76 2016 ISVC (1) https://doi.org/10.1007/978-3-319-50835-1_7 conf/isvc/2016-1 db/conf/isvc/isvc2016-1.html#IshimuroyaK16 Masato Ishimuroya Takashi Kanai Adding visual details based on low-resolution energy cascade ratios for smoke simulation. 16:1-16:2 2016 SIGGRAPH Posters https://doi.org/10.1145/2945078.2945094 conf/siggraph/2016posters db/conf/siggraph/siggraph2016posters.html#IshimuroyaK16 Hiromu Ozaki Fumihito Kyota Takashi Kanai Out-of-Core Framework for QEM-based Mesh Simplification. 87-96 2015 EGPGV@EuroVis https://doi.org/10.2312/pgv.20151159 conf/egpgv/2015 db/conf/egpgv/egpgv2015.html#OzakiKK15 Yusuke Tokuyoshi Tiago da Silva Takashi Kanai Directionality-aware rectilinear texture warped shadow maps. 94:1 2014 SIGGRAPH Posters https://doi.org/10.1145/2614217.2630570 conf/siggraph/2014posters db/conf/siggraph/siggraph2014posters.html#TokuyoshiSK14 Genichi Kawada Takashi Kanai Controlling the Shape and Motion of Plumes in Explosion Simulations. 69-78 2014 VRIPHYS https://doi.org/10.2312/vriphys.20141225 conf/vriphys/2014 db/conf/vriphys/vriphys2014.html#KawadaK14

Yusuke Tokuyoshi Takashi Sekine Tiago da Silva Takashi Kanai Adaptive Ray-bundle Tracing with Memory Usage Prediction: Efficient Global Illumination in Large Scenes. 315-324 2013 32 Comput. Graph. Forum 7 https://doi.org/10.1111/cgf.12239 db/journals/cgf/cgf32.html#TokuyoshiSSK13

Kenji Takamatsu Takashi Kanai A Fast and Practical Method for Animating Particle-Based Viscoelastic Fluids. 29-35 2011 10 Int. J. Virtual Real. 1 https://doi.org/10.20870/IJVR.2011.10.1.2798 db/journals/ijvr/ijvr10.html#TakamatsuK11

Genichi Kawada Takashi Kanai Procedural Fluid Modeling of Explosion PhenomenaBased on Physical Properties. 167-176 2011 Symposium on Computer Animation https://doi.org/10.2312/SCA/SCA11/167-176 https://doi.org/10.1145/2019406.2019429 conf/sca/2011 db/conf/sca/sca2011.html#KawadaK11 Kenji Takamatsu Takashi Kanai Volume-preserving LSM deformations. 15:1 2009 SIGGRAPH ASIA Sketches https://doi.org/10.1145/1667146.1667165 conf/siggrapha/2009sketches db/conf/siggrapha/siggrapha2009sketches.html#TakamatsuK09 Takashi Kanai Yutaka Ohtake Discrete shortest paths on smooth surface representations. 283-284 2008 Shape Modeling International https://doi.org/10.1109/SMI.2008.4548008 https://doi.ieeecomputersociety.org/10.1109/SMI.2008.4548008 conf/smi/2008 db/conf/smi/smi2008.html#KanaiO08 Takashi Kanai Yutaka Ohtake Hiroaki Kawata Kiwamu Kase GPU-based rendering of sparse low-degree implicit surfaces. 165-171 2006 conf/graphite/2006 GRAPHITE https://doi.org/10.1145/1174429.1174455 db/conf/graphite/graphite2006.html#KanaiOKK06 Arnaud Gelas Yutaka Ohtake Takashi Kanai Rémy Prost Approximation of Unorganized Point Set with Composite Implicit Surface. 1217-1220 2006 conf/icip/2006 ICIP https://doi.org/10.1109/ICIP.2006.312544 db/conf/icip/icip2006.html#GelasOKP06 Takashi Kanai Yutaka Ohtake Kiwamu Kase Hierarchical error-driven approximation of implicit surfaces from polygonal meshes. 21-30 2006 conf/sgp/2006 Symposium on Geometry Processing https://doi.org/10.2312/SGP/SGP06/021-030 http://dl.acm.org/citation.cfm?id=1281960 db/conf/sgp/sgp2006.html#KanaiOK06 Yutaka Ohtake Takashi Kanai Kiwamu Kase A Laplacian Based Approach for Free-Form Deformation of Sparse Low-degree IMplicit Surfaces. 30 2006 conf/smi/2006 SMI https://doi.org/10.1109/SMI.2006.3 https://doi.ieeecomputersociety.org/10.1109/SMI.2006.3 db/conf/smi/smi2006.html#OhtakeKK06 Takashi Kanai Parametric curves on meshes. 413-416 2005 conf/graphite/2005 GRAPHITE https://doi.org/10.1145/1101389.1101469 db/conf/graphite/graphite2005.html#Kanai05 Hiroaki Kawata Takashi Kanai Direct Point Rendering on GPU. 587-594 2005 conf/isvc/2005 ISVC https://doi.org/10.1007/11595755_71 db/conf/isvc/isvc2005.html#KawataK05 Ryo Kondo Takashi Kanai Ken-ichi Anjyo Directable animation of elastic objects. 127-134 2005 Symposium on Computer Animation https://doi.org/10.2312/SCA/SCA05/127-134 https://doi.org/10.1145/1073368.1073385 conf/sca/2005 db/conf/sca/sca2005.html#KondoKA05 Hiroaki Kawata Alexandre Gouaillard Masahiko Morita Kenji Kohiyama Takashi Kanai Image-Based Point Rendering and Its Application to Color Editing Tool. 105-108 2005 conf/wscg/2005 WSCG (Short Papers) db/conf/wscg/wscg2005.html#KawataGMKK05 Masahiro Fujita Takashi Kanai Precomputed Radiance Transfer with Spatially-Varying Lighting Effects. 101-108 2004 conf/IEEEcgiv/2004 CGIV https://doi.org/10.1109/CGIV.2004.1323968 https://doi.ieeecomputersociety.org/10.1109/CGIV.2004.1323968 db/conf/IEEEcgiv/cgiv2004.html#FujitaK04 Hiroaki Kawata Alexandre Gouaillard Takashi Kanai Interactive Point-Based Painterly Rendering. 293-299 2004 conf/cw/2004 CW https://doi.org/10.1109/CW.2004.42 https://doi.ieeecomputersociety.org/10.1109/CW.2004.42 db/conf/cw/cw2004.html#KawataGK04 Ryo Kondo Takashi Kanai Interactive Physically-based Animation System for Dense Meshes. 2004 Eurographics (Short Presentations) https://doi.org/10.2312/egs.20041016 conf/eurographics/2004short db/conf/eurographics/eg-short2004.html#KondoK04 Alexandre Gouaillard Arnaud Gelas Sébastien Valette Eric Boix Takashi Kanai Rémy Prost Remeshing algorithm for multiresolution prior model in segmentation. 2753-2756 2004 conf/icip/2004 ICIP db/conf/icip/icip2004-4.html#GouaillardGVBKP04 Yusuke Yasui Takashi Kanai Surface Quality Assessment of Subdivision Surfaces on Programmable Graphics Hardware. 129-138 2004 conf/smi/2004 SMI https://doi.org/10.1109/SMI.2004.1314500 https://doi.ieeecomputersociety.org/10.1109/SMI.2004.1314500 db/conf/smi/smi2004.html#YasuiK04 Yusuke Yasui Takashi Kanai Surface Quality Assessment of Subdivision Surfaces on Programmable Graphics Hardware (Figures 7, 8, and 9). 387 2004 conf/smi/2004 SMI https://doi.ieeecomputersociety.org/10.1109/SMI.2004.10015 db/conf/smi/smi2004.html#YasuiK04a Tessai Hayama Takashi Kanai Susumu Kunifuji Personalized Environment for Skimming Documents. 771-778 https://doi.org/10.1007/978-3-540-45226-3_105 2003 conf/kes/2003-2 KES db/conf/kes/kes2003-2.html#HayamaKK03 Masahiro Fujita Takashi Kanai Hardware-Assisted Relief Texture Mapping. 2002 Eurographics (Short Presentations) https://doi.org/10.2312/egs.20021048 conf/eurographics/2002short db/conf/eurographics/eg-short2002.html#FujitaK02

Takashi Kanai Hiromasa Suzuki Approximate shortest path on a polyhedral surface and its applications. 801-811 2001 33 Comput. Aided Des. 11 https://doi.org/10.1016/S0010-4485(01)00097-5 db/journals/cad/cad33.html#KanaiS01

Takashi Michikawa Takashi Kanai Masahiro Fujita Hiroaki Chiyokura Multiresolution Interpolation Meshes. 60-69 2001 conf/pg/2001 PG https://doi.org/10.1109/PCCGA.2001.962858 https://doi.ieeecomputersociety.org/10.1109/PCCGA.2001.962858 db/conf/pg/pg2001.html#MichikawaKFC01 Takashi Kanai MeshToSS: Converting Subdivision Surfaces from Dense Meshes. 325-332 2001 conf/vmv/2001 VMV http://wwwvis.informatik.uni-stuttgart.de/vmv01/dl/posters/15.pdf db/conf/vmv/vmv2001.html#Kanai01 Akira Wakita Takamichi Hayashi Takashi Kanai Hiroaki Chiyokura Using lattice for web-based medical applications. 29-34 2001 conf/vrml/2001 Web3D https://doi.org/10.1145/363361.363371 db/conf/vrml/vrml2001.html#WakitaHKC01

Takashi Kanai Hiromasa Suzuki Fumihiko Kimura Metamorphosis of Arbitrary Triangular Meshes. 62-75 2000 20 IEEE Computer Graphics and Applications 2 https://doi.org/10.1109/38.824544 http://doi.ieeecomputersociety.org/10.1109/38.824544 db/journals/cga/cga20.html#KanaiSK00

Hiromasa Suzuki Yusuke Sakurai Takashi Kanai Fumihiko Kimura Interactive mesh dragging with an adaptive remeshing technique. 159-176 2000 16 Vis. Comput. 3-4 https://doi.org/10.1007/s003710050205 db/journals/vc/vc16.html#SuzukiSKK00

Takashi Kanai Hiromasa Suzuki Approximate Shortest Path on Polyhedral Surface Based on Selective Refinement of the Discrete Graph and Its Applications. 241-250 2000 conf/gmp/2000 GMP https://doi.org/10.1109/GMAP.2000.838256 https://doi.ieeecomputersociety.org/10.1109/GMAP.2000.838256 db/conf/gmp/gmp2000.html#KanaiS00 Takashi Kanai Li Jian Susumu Kunifuji Related document-based information filtering applied to the association model information retrieval system. 225-228 2000 conf/kes/2000 KES https://doi.org/10.1109/KES.2000.885798 db/conf/kes/kes2000.html#KanaiJK00 Shingo Takeuchi Hiromasa Suzuki Fumihiko Kimura Takashi Kanai Kenji Shimada Subdivision Surface Fitting Using QEM-Based Mesh Simplification and Reconstruction of Approximated B-Spline Surfaces. 202-212 2000 conf/pg/2000 PG https://doi.org/10.1109/PCCGA.2000.883942 https://doi.ieeecomputersociety.org/10.1109/PCCGA.2000.883942 db/conf/pg/pg2000.html#TakeuchiSKKS00 Takashi Kanai Hiromasa Suzuki Jun Mitani Fumihiko Kimura Interactive Mesh Fusion Based on Local 3D Metamorphosis. 148-156 1999 conf/graphicsinterface/1999 Graphics Interface db/conf/graphicsinterface/graphicsinterface1999.html#KanaiSMK99 Hiromasa Suzuki Shingo Takeuchi Fumihiko Kimura Takashi Kanai Subdivision Surface Fitting to a Range of Points. 158-167 1999 conf/pg/1999 PG https://doi.org/10.1109/PCCGA.1999.803359 https://doi.ieeecomputersociety.org/10.1109/PCCGA.1999.803359 db/conf/pg/pg1999.html#SuzukiTKK99 Kenichi Iwata Shuji Hiramatsu Takahiro Fuji Hideki Mizoguchi Yasuharu Yoshizawa Kouji Miyata Momoko Ikeda Takashi Kanai The legend of dragon. 157 1999 SIGGRAPH Electronic Art and Animation Catalog https://doi.org/10.1145/312379.312996 conf/siggraph/1999catalog db/conf/siggraph/siggraph1999catalog.html#IwataHFMYMIK99

Takashi Kanai Hiromasa Suzuki Fumihiko Kimura Three-dimensional geometric metamorphosis based on harmonic maps. 166-176 1998 14 Vis. Comput. 4 https://doi.org/10.1007/s003710050132 db/journals/vc/vc14.html#KanaiSK98

Hiromasa Suzuki Yusuke Sakurai Takashi Kanai Fumihiko Kimura Interactive Mesh Dragging with Adaptive Remeshing Technique. 188-197 1998 conf/pg/1998 PG https://doi.org/10.1109/PCCGA.1998.732112 https://doi.ieeecomputersociety.org/10.1109/PCCGA.1998.732112 db/conf/pg/pg1998.html#SuzukiSKK98

Takashi Kanai Susumu Kunifuji Legal Reasoning Using Abductive Logic Programming. 114-120 1997 1 J. Adv. Comput. Intell. Intell. Informatics 2 https://doi.org/10.20965/jaciii.1997.p0114 db/journals/jaciii/jaciii1.html#KanaiK97

Takashi Kanai Hiromasa Suzuki Fumihiko Kimura 3D geometric metamorphosis based on harmonic map. 97-104 1997 conf/pg/1997 PG https://doi.org/10.1109/PCCGA.1997.626179 https://doi.ieeecomputersociety.org/10.1109/PCCGA.1997.626179 db/conf/pg/pg1997.html#KanaiSK97 Ryoichi Ando Ken AnjyoKen-ichi Anjyo Alexandra Bac Eric Boix Hiroaki Chiyokura Takahiro Fuji Masahiro Fujita Arnaud Gelas Alexandre Gouaillard Tessai Hayama Takamichi Hayashi Shuji Hiramatsu Naoyuki Hirasawa Xin Huang Yuhang Huang Momoko Ikeda Masato Ishimuroya Kenichi Iwata Li Jian Kiwamu Kase Genichi Kawada Hiroaki Kawata Tomoyo Kikuchi Fumihiko Kimura Kenji Kohiyama Ryo Kondo Susumu Kunifuji Fumihito Kyota Tianxing Li 0002 Zihui Li Zhen Luo Takashi Michikawa Jun Mitani Kouji Miyata Hideki Mizoguchi Jules Morel Masahiko Morita Fumiya Narita Nimiko Ochiai Yutaka Ohtake Hiromu Ozaki Rémy Prost Zhi Qiao 0006 Yusuke Sakurai Takashi Sekine Rui Shi Kenji Shimada Tiago da Silva Chihiro Suzuki Hiromasa Suzuki Kenji Takamatsu Shingo Takeuchi Yusuke Tokuyoshi Sébastien Valette Akira Wakita Chenlei Wu Yusuke Yasui Yasuharu Yoshizawa Duosheng Yu Yonghang Yu Jiajun Zhang Liguo Zhang 0001 Qing Zhu 0004