Peer-reviewed Publications

Xi Yang, Ding Xia, Taichi Kin, Takeo Igarashi. A two-step surface-based 3D deep learning pipeline for segmentation of intracranial aneurysms. Comput. Vis. Media 9(1): 57-69 (2023)

Yuka Tashiro, Shio Miyafuji, Dong-Hyun Hwang, Satoshi Kiyofuji, Taichi Kin, Takeo Igarashi, Hideki Koike. GAuze-MIcrosuture-FICATION: Gamification in Microsuture training with real-time feedback. AHs 2023: 15-26

Yi He, Xi Yang, Chia-Ming Chang, Haoran Xie, Takeo Igarashi. Efficient Human-in-the-loop System for Guiding DNNs Attention. IUI 2023: 294-306

Toby Long Hin Chong, Hijung Valentina Shin, Deepali Aneja, Takeo Igarashi. SoundToons: Exemplar-Based Authoring of Interactive Audio-Driven Animation Sprites. IUI 2023: 710-722

Naoyuki Shono, Takeo Igarashi, Taichi Kin, Toki Saito, Nobuhito Saito. Threshold field painting saves the time for segmentation of minute arteries. Int. J. Comput. Assist. Radiol. Surg. 17(11): 2121-2130 (2022)

Koike Tsukasa, Tanaka Shota, Kin Taichi, Suzuki Yuichi , Takayanagi Shunsaku , Takami Hirokazu, Kugasawa Kazuha, Nambu Shohei, Omura Takaki, Yamazawa Erika, Kushihara Yoshihiro, Furuta Yasuyuki, Niwa Ryoko, Sato Katsuya, Uchida Tatsuya, Takeda Yasuhiro, Kiyofuji Satoshi, Saito Toki, Oyama Hiroshi, Saito Nobuhito. Accurate Preoperative Identification of Motor Speech Area as Termination of Arcuate Fasciculus Depicted by Q-Ball Imaging Tractography. World Neurosurg 164:e764-e771, 2022.

Takeda Yasuhiro, Hasegawa Hiroyuki, Kin Taichi, Shinya Yuki, Kawashima Mariko, Furuta Yasuyuki, Suzuki Yuichi, Sekine Tetsuro, Saito Nobuhito. Hemodynamic changes during the obliteration process for cerebralarteriovenous malformations after radiosurgery. Neurosurgery Focus 53(1):E7, 2022

Kiyofuji Satoshi, Kin Taichi, Saito Toki, Koike Tsukasa, Takeda Yasuhiro, Uchida Tatsuya, Sato Katsuya, Niwa Ryoko, Furuta Yasuyuki, Saito Nobuhito. Invention of Online Interactive Three-dimensional Neurosurgery Simulator with Audiovisual Capture for Tactile Feedback. Operational Neurosurgery. In press.

Ding Xia, Xi Yang, Oliver Van Kaick, Taichi Kin and Takeo Igarashi, 2022, Data-Driven Multi-modal Partial Medical Image Preregistration by Template Space Patch Mapping. The 25th International Conference on Medical Image Computing and Computer Assisted Intervention, Singapore, 18-22 September 2022

Xinyue Gui, Koki Toda, Stela Hanbyeol Seo, Chia-Ming Chang and Takeo Igarashi, 2022, “I am going this way”: Gazing Eyes on Self-Driving Car Show Multiple Moving Directions. The 14th ACM International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2022), Seoul, South Korea, 17-20 September 2022 poject pdf

Chia-Ming Chang, Koki Toda, Xinyue Gui, Stela H. Seo and Takeo Igarashi, 2022, Can Eyes on a Car Reduce Traffic Accidents?. The 14th ACM International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2022), Seoul, South Korea, 17-20 September 2022 poject pdf video

Zhenghang Cui and Issei Sato. "Active classification with uncertainty comparison queries." Neural Computation (2022): 1-23.

Yi Lu, Chia-Ming Chang and Takeo Igarashi. "ConfLabeling: Assisting Image Labeling with User and System Confidence." The 24th International Conference on Human-Computer Interaction (HCI International 2022), Virtual Conference, 2022.06.26-07.01 poject

Shugo Miyata, Chia-Ming Chang and Takeo Igarashi. "Trafne: A Training Framework for Non-Expert Annotators with Auto Validation and Expert Feedback" The 24th International Conference on Human-Computer Interaction (HCI International 2022), Virtual Conference, 2022.06.26-07.01 poject

Chia-Ming Chang, Yi He, Xi Yang, Haoran and Takeo Igarashi. "DualLabel: Secondary Labels for Challenging Image Annotation." The 48th International Conference on Graphics Interface and Human-Computer Interaction (Gl 2022), Virtual Conference, 2022.05.17-19. poject pdf video

Chia-Ming Chang, Xi Yang and Takeo Igarashi. "An Empirical Study on the Effect of Quick and Careful Labeling Styles in Image Annotation." The 48th International Conference on Graphics Interface and Human-Computer Interaction (Gl 2022), Virtual Conference, 2022.05.17-19. poject pdf video

Chunqi Zhao, I-Chao Shen, Tsukasa Fukusato, Jun Kato, and Takeo Igarashi. "ODEN: Live Programming for Neural Network Architecture Editing." In Proceedings of 26th International Conference on Intelligent User Interfaces (IUI 2022), pp.392--404, Online, 2022.03.22-25. project pdf video

Christian Arzate Cruz and Takeo Igarashi. "Interactive Reinforcement Learning for Autonomous Behavior Design." In: Li Y., Hilliges O. (eds) Artificial Intelligence for Human Computer Interaction: A Modern Approach. Human-Computer Interaction Series. Springer, Cham. 2021.11-05. pp 345-375. pdf

Koike T, Kin T, Tanaka S, Takeda Y, Uchikawa H, Shiode T, Saito T, Takami H, Takayanagi S, Mukasa A, Oyama H, Saito N. Development of innovative neurosurgical operation support method using mixed-reality computer graphics. World Neurosurg X. 2021 Mar 13; 11: 100102. doi: 10.1016/j.wnsx.2021.100102. eCollection 2021 Jul.

Koike T, Kin T, Tanaka S, Sato K, Uchida T, Takeda Y, Uchikawa H, Kiyofuji S, Saito T, Takami H, Takayanagi S, Mukasa A, Oyama H, Saito N. Development of a New Image-Guided Neuronavigation System: Mixed-Reality Projection Mapping Is Accurate and Feasible. Oper Neurosurg, Volume 21, Issue 6, December 2021, Pages 549-557

Uchikawa H, Kin T, Takeda Y, Koike T, Kiyofuji S, Koizumi S, Shiode T, Suzuki Y, Miyawaki S, Nakatomi H, Mukasa A, Saito N. Correlation of inflow velocity ratio detected by phase contrast magnetic resonance angiography with the bleb color of unruptured intracranial aneurysms. World Neurosurg X. 2021 Jan 13; 10: 100098. doi: 10.1016/j.wnsx.2021.100098. eCollection 2021 Apr.

Takeda Y, Kin T, Sekine T, Hasegawa H, Suzuki Y, Uchikawa H, Koike T, Kiyofuji S, Shinya Y, Kawashima M, Saito N. Hemodynamic Analysis of Cerebral Arteriovenous Malformations with 3-Dimensional Phase-Contrast Magnetic Resonance Imaging. AJNR. In press.

Toby Chong, I-Chao Shen, Nobuyuki Umetani, and Takeo Igarashi. Per Garment Capture and Synthesis for Real-time Virtual Try-on. In Proceedings of the 34th ACM Symposium on User Interface Software and Technology (UIST'21), 2021.10.10-13. project

Yuka Ikarashi, Jonathan Ragan-Kelley, Tsukasa Fukusato, Jun Kato, and Takeo Igarashi. Roly-Poly: Guided Optimization for Image Processing Pipelines.In Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC'21), Saint Louis, 2021.10.10-13. Best Short Paper

Mikihito Matsuura, Shio Miyafuji, Erwin Wu, Satoshi Kiyofuji, Taichi Kin, Takeo Igarashi, Hideki Koike: CV-Based Analysis for Microscopic Gauze Suturing Training. Augmented Human 2021: 169-173

Heng Fang, Xi Yang, Taichi Kin, Takeo Igarashi. Brain Surface Reconstruction from MRI Images based on Segmentation Networks Applying Signed Distance Maps. ISBI 2021: 1164-1168.

Christian Arzate Cruz and Takeo Igarashi."Interactive Explanations: Diagnosis and Repair of Reinforcement Learning Based Agent Behaviors." In Proceedings of 3rd IEEE Conference on Games (CoG), 2021.08.17-20. project

Yijun Zhou, Yuki Koyama, Masataka Goto, Takeo Igarashi. Interactive Exploration-Exploitation Balancing for Generative Melody Composition. In Proceedings of the 26th international conference on Intelligent User Interfaces (IUI '21).

Minori Narita, Nolwenn Maudet, Yi Lu, Takeo Igarashi Data-centric disambiguation for data transformation with programming-by-example. In Proceedings of the 26th international conference on Intelligent User Interfaces (IUI '21). Best Paper Honorable Mention project

Chia-Ming Chang, Chia-Hsien Lee, and Takeo Igarashi. "Spatial Labeling: Leveraging Spatial Layout for Improving Label Quality in Non-Expert Image Annotation." In Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2021), Virtual, 2021.05.08-13.

Toby Chong, Nolwenn Maudet, Katsuki Harima, and Takeo Igarashi. "Exploring a makeup support system for transgender passing based on automatic gender recognition." In Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2021), Virtual, 2021.05.08-13.

Ye, Zi, Nobuyuki Umetani, Takeo Igarashi, and Tim Hoffmann. "A Curvature and Density-based Generative Representation of Shapes." Computer Graphics Forum 40(1): 38-53 (2021).

Toby Chong, I-Chao Shen, Issei Sato, Takeo Igarashi. "Interactive Optimization of Generative Image Modeling using Sequential Subspace Search and Content-based Guidanc." Computer Graphics Forum.

Yijun Zhou, Yuki Koyama, Masataka Goto, and Takeo Igarashi. "Generative Melody Composition with Human-in-the-Loop Bayesian Optimization." In Proceedings of the 2020 Joint Conference on AI Music Creativity (CSMC-MuMe 2020), October 21-24, 2020. project

Miyu Hashimoto, Tsukasa Fukusato, Takeo Igarashi. "Neurally-Guided Texturing for Line Drawings." ACM SIGGRAPH ASIA 2020 Technical Communications, Article No.3, pp.1-4, Online, 2020.12.04-13. pdf

Tomoya Kumazaki, kazutaka Nakashima, Tsukasa Fukusato, Takeo Igarashi. "HedgehogAD: Interactive Design Exploration of Omni-Directional Aerodynamics." ACM SIGGRAPH ASIA 2020 Technical Communications, Article No.13, pp.1-4, Online, 2020.12.04-13. pdf project

Maria Larsson, Hironori Yoshida, Nobuyuki Umetani, and Takeo Igarashi. "Tsugite: Interactive Design and Fabrication of Wood Joints." Proceedings of the 33rd Annual ACM Symposium on User Interface Software and Technology (ACM UIST 2020), Online, pp.317-327, 2020.12.04-13. pdf project video

Zhenghang Cui, Nontawat Charoenphakdee, Issei Sato and Masashi Sugiyama. "Classification from Triplet Comparison Data". Neural Computation, Volume 32, Issue 3, March 2020 p.659-681.

Christian Arzate Cruz and Takeo Igarashi. 2020. "MarioMix: Creating Aligned Playstyles for Bots with Interactive Reinforcement Learning." Extended Abstracts of the Annual Symposium on Computer-Human Interaction in Play (CHI Play), 2020 Ottawa, Canada, 2020.11.02-04. pdf demo project

Christian Arzate Cruz, and Takeo Igarashi."A Survey on Interactive Reinforcement Learning: Design Principles and Open Challenges" In Proceedings of the 2020 on Designing Interactive Systems Conference (DIS), 2020.

Hirotaka Suetake, Tsukasa Fukusato, Christian Arzate Cruz, Andy Nealen, Takeo Igarashi. "Interactive Design Exploration of Game Stages Using Adjustable Synthetic Testers" In Proceedings of the 15th International Conference on the Foundations of Digital Games (FDG), pp.xx--xx, Malta, 2020.09.15-18.

Yuki Koyama, Issei Sato, and Masataka Goto. 2020. Sequential gallery for interactive visual design optimization. ACM Trans. Graph. 39, 4, Article 88 (July 2020), 12 pages. project

Chia-Hsing Chiu, Yuki Koyama, Yu-Chi Lai, Takeo Igarashi, Yonghao Yue. "Human-in-the-Loop Differential Subspace Search in High-Dimensional Latent Space." ACM Transactions on Graphics, 39(4) (Proc. of SIGGRAPH 2020), 1:1-15, 2020. project

Kentaro Asai, Tsukasa Fukusato, and Takeo Igarashi. "Integrated Development Environment with Interactive Scatter Plot for Examining Statistical Modeling." In Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2020), pp.328:1--328:7, Honolulu, 2020.04.25-30. pdf project

Yuka Takahashi, Jonathan Ragan-Kelley, Tsukasa Fukusato, Jun Kato, Takeo Igarashi. Live Programming Support for Halide Scheduling Strategies. the 6th Edition of the Programming Experience Workshop, PX/20. Porto, Portugal. 24-26 March. 2020.

Chia-Ming Chang, Siddharth Deepak Mishra and Takeo Igarashi. "A Hierarchical Task Assignment for Manual Image Labeling." The IEEE Symposium on Visual Languages & Human-Centric Computing (VL/HCC 2019), Memphis, Tennessee, US, 14-18 October 2019

Chunqi Zhao, Tsukasa Fukusato, Jun Kato, and Takeo Igarashi. "Live Programming Environment for Deep Learning with Instant and Editable Neural Network Visualization." In Proceedings of 10th Workshop on Evaluation and Usability of Programming Languages and Tools (PLATEAU2019), Vol. 76, pp.7:1--7:5, New Orleans, 2019.10.24. pdf

Imamura, H., Sato, I., Sugiyama, M. Analysis of minimax error rate for crowdsourcing and its application to worker clustering model. In Proceedings of 35th International Conference on Machine Learning (ICML2018)

Haoran Xie, Takeo Igarashi, and Kazunori Miyata. 2018. Precomputed Panel Solver for Aerodynamics Simulation. ACM Trans. Graph. 37, 2, Article 17 (March 2018), 12 pages.

Naihui Fang, Haoran Xie and Takeo Igarashi, Selfie Guidance System in Good Head Postures, IUI 2018 Workshop on Symbiotic Interaction and Harmonious Collaboration for Wisdom Computing, March 11, 2018.

X. Yang, B. Wu, I. Sato, T. Igarashi. Directing DNNs Attention for Facial Attribution Classification using Gradient-weighted Class Activation Mapping. The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, June, 2019.

Zhongyuan Hu, Haoran Xie, Tsukasa Fukusato, Takahiro Sato, and Takeo Igarashi. "Sketch2VF: Sketch-based Flow Design with Conditional Generative Adversarial Network." Computer Animation and Virtual Worlds (Special Issue of CASA 2019), Vol.30, Issue.3--4, pp.e1889:1--e1889:11, 2019.06.

Nolwenn Maudet. Dead Angles of Personalization: Integrating Curation Algorithms in the Fabric of Design. The ACM conference on Designing Interactive Systems (DIS), pp.1439--1448, San Diego, 2019.6.26-28.

Demos, Posters, Talks

Xinyue Gui, Koki Toda, Stela Hanbyeol Seo, Felix Martin Eckert, Chia-Ming Chang, Xiang Anthony Chen, Takeo Igarashi. A Field Study on Pedestrians' Thoughts toward a Car with Gazing Eyes. CHI Extended Abstracts 2023: 8:1-8:7

Yonghao Yue, Yuki Koyama, Issei Sato, Takeo Igarashi. User interfaces for high-dimensional design problems: from theories to implementations. SIGGRAPH Courses 2021: 11:1-11:34

Xinyue Gui, Chia-Ming Chang, Takeo Igarashi. NEGraf: A System for Power System Collapse Explanation using Graph Representation and Customized PageRank. 2022 International Conference on Cyberworlds (CW), Kanazawa, Japan, 2022, pp. 130-133.

Praveen Singh, Chia-Ming Chang, Takeo Igarashi. I See You: Eye Control Mechanisms for Robotic Eyes on an Autonomous Car. AutomotiveUI (Adjunct Proceedings) 2022: 15-19

Takeo Igarashi, Tsukasa Koike, Taichi Kin. Interactive Deformable Image Registration with Dual Cursor PG2022 Short Papers, Posters, and Work-in-Progress Papers.

Yuka Tashiro, Mikihito Matsuura, Dong-Hyun Hwang, Shio Miyafuji, Satoshi Kiyofuji, Taichi Kin, Takeo Igarashi, Hideki Koike. Introducing a Concept of Gamification to Microscopic Suturing Training. AHs 2022. 294-297.

Koki Endo, Seung-tak Noh, Kazutaka Nakashima, Xi Yang, Takeo Igarashi. A Suggestive Interface for Designing Dance Formations. SIGGRAPH Posters 2021: 44:1-44:2

Yonghao Yue, Yuki Koyama, Issei Sato, Takeo Igarashi. User interfaces for high-dimensional design problems: from theories to implementations. SIGGRAPH Courses 2021: 11:1-11:34

Yuka Takahashi, Jonathan Ragan-Kelley, Tsukasa Fukusato, Jun Kato, Takeo Igarashi. Live Programming Support for Halide Scheduling Strategies. the 6th Edition of the Programming Experience Workshop, PX/20. Porto, Portugal. 24-26 March. 2020.

Minori Narita, Nolwenn Maudet, Yi Lu, and Takeo Igarashi. "FlashAttention: Data-centric Interaction for Data Transformation Using Programming-by-Example." Adjunct Publication of the 33rd Annual ACM Symposium on User Interface Software and Technology (UIST '20 Adjunct), pp.65-67, Online, 2020.10.20-23. pdf

Kentaro Asai, Tsukasa Fukusato, and Takeo Igarashi. "Plotshop: An Interactive System for Designing a 2D Data Distribution on a Scatter Plot." 32nd ACM Symposium on User Interface Software and Technology (UIST), poster, New Orleans, 2019.10.20--23. project

Tsukasa Koike, Taichi Kin, Taketo Shiode, Toki Saito, Shunsaku Takayanagi, Shota Tanaka, Hiroshi Oyama, Nobuhito Saito. The evaluation of diffusion tensor tractography using mixed reality integrated virtual space and real space. 23rd ANNUAL SCIENTIFIC MEETING and EDUCATION DAY OF THE SOCIETY FOR NEURO-ONCOLOGY (poster). November 16, 2018 Louisiana

Kentaro Asai, Tsukasa Fukusato, and Takeo Igarashi. "An Interactive Tool for Feature Analysis of Outliers in Multi-Dimensional Data." IEEE Visualization, pp.6:1--6:2, (poster). Berlin, 2018.10.21-26.

Minori Narita, Takeo Igarashi. Programming-by-example for data transformation to improve machine learning performance. ACM Intelligent User Interfaces (IUI), poster, pp.113-114, 2019.3.16-20.

Tsukasa Koike "The accuracy evaluation of arcuate fasciculus of diffusion tensor tractography by fusion of real space and virtual space" Society of NeuroOncology 24th annual meeting and education day Phoenix, Arizona 2019/11/23

Related Publications (before CREST)

Kazuhiko Yamamoto and Takeo Igarashi. Fully Perceptual-Based 3D Spatial Sound Individualization with an Adaptive Variational AutoEncoder, ACM Transaction on Graphics. 36, 6, pp.212:1--212:13 (2017). (SIGGRAPH Asia 2017). project

Yuki Koyama, Issei Sato, Daisuke Sakamoto, and Takeo Igarashi. 2017. Sequential Line Search for Efficient Visual Design Optimization by Crowds. ACM Trans. Graph. 36, 4, pp.48:1--48:11 (2017). (SIGGRAPH 2017) project

Ryohei Suzuki and Takeo Igarashi, Collaborative 3D Modeling by the Crowd, in Proceedings of the 43rd International Conference on Graphics, Visualization & Human-computer Interaction (GI 2017). project

Morihiro Nakamura, Yuki Koyama, Daisuke Sakamoto, Takeo Igarash. An Interactive Design System of Free-formed Bamboo-copters. Computer Graphics Forum (Pacific Graphics 2016). project

Nobuyuki Umetani, Yuki Koyama, Ryan Schmidt, and Takeo Igarashi. 2014. Pteromys: interactive design and optimization of free-formed free-flight model airplanes. ACM Trans. Graph. 33, 4, Article 65 (July 2014), 10 pages. project

James E. Young, Takeo Igarashi, and Ehud Sharlin. Puppet Master: Designing Reactive Character Behavior by Demonstration. ACM SCA (the ACM SIGGRAPH / Eurographics Symposium on Computer Animation), Dublin, Ireland, July 7-9, 2008, pages 183-191. project

Dan Maynes-Aminzade, Terry Winograd, Takeo Igarashi. "Eyepatch: Prototyping Camera-based Interaction through Examples", ACM UIST (ACM Symposium on User Interface Software and Technology) , Newport, USA, October 7-10, 2007.