Toshiya Isomoto is a project researcher at LINE Yahoo Corporation. He received his Ph.D. in Engineering from the University of Tsukuba in 2023. From 2021 to 2023, he served as a Japan Society for the Promotion of Science (JSPS) Research Fellow (DC2). In 2023, he joined LY Corporation as a project researcher. His research interests include human-computer interaction, especially in gaze-based interaction and human behavior modeling.
Contact: r.t.isomoto[@]gmail.com
Google Scholar
Refereed Journal Articles
Toshiya Isomoto, Shota Yamanaka, Buntarou Shizuki. Exploring Dwell-time from Human Cognitive Processes for Dwell Selection. Proceedings of the ACM on Human-Computer Interaction Volume 7, Issue ETRA, Article 159, pp.1-15. Tubingen, Germany. ACM, New York, NY, USA, May 2023. [ACM], [PDF]
Toshiya Isomoto, Shota Yamanaka, Buntarou Shizuki. Dwell Selection with ML-based Intent Prediction Using Only Gaze Data. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Vol.6, No.3, Article 120, September 2022 [ACM], [PDF]
礒本俊弥，山中祥太，志築文太郎．凝視後にジェスチャを行うという一連の操作を用いた意図しない操作に堅牢な視線に基づく操作手法．ヒューマンインタフェース学会論文誌23巻1号，pp. 5－18．ヒューマンインタフェース学会． 2021年発行．[DOI]，[PDF]
Refereed Conference Papers
Toshiya Isomoto, Shota Yamanaka, Buntarou Shizuki. Reanalyzing Effective Eye-related Information for Developing User's Intent Detection Systems. In Proceedings of the 2023 ACM Symposium on Eye Tracking Research & Applications (ETRA 2023), Eyes4ICU, pp. 1-3, Tubingen, Germany. ACM, New York, NY, USA, May 2023. [ACM], [PDF].
Toshiya Isomoto, Shota Yamanaka, Buntarou Shizuki. Relationship between Dwell-Time and Model Human Processor for Dwell-based Image Selection. Proceedings of the ACM Symposium on Applied Perception 2021 (SAP 2021), Article 6, pp. 1-5. ACM, New York, NY, USA, virtual. Sep. 2021. [ACM], [PDF]
礒本俊弥，山中祥太，志築文太郎．時間および範囲をもとに認識する凝視に基づく操作手法．第28回インタラクティブシステムとソフトウェアに関するワークショップ（WISS 2020）予稿集，Article 15，6 pages．ソフトウェア科学会，オンライン，2020年12月．[PDF]
Toshiya Isomoto, Shota Yamanaka, Buntarou Shizuki. Gaze-based Command Activation Technique Robust Against Unintentional Activation using Dwell-then-Gesture. Proceedings of Graphics Interface 2020 (GI 2020), Article 24, pp. 1-11, CHCCS/SCDHM, virtual, May 2020. [PDF (via Open Review)]
Toshiya Isomoto, Toshiyuki Ando, Buntarou Shizuki, and Shin Takahashi. Dwell Time Reduction Technique using Fitts' Law for Gaze-Based Target Acquisition. Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications (ETRA 2018), Article 26, pp. 1-7, ACM, New York, NY, USA, Warsaw, Poland, June 2018. [ACM], [PDF]
Refereed Demonstration and Poster Abstracts
Toshiya Isomoto, Shota Yamanaka, Buntarou Shizuki. Interaction Design of Dwell Selection Toward Gaze-based AR/VR Interaction. Proceedings of the 2022 ACM Symposium on Eye Tracking Research & Applications (ETRA 2022), Article No.: 39, 2 pages, June 2022. [ACM], [PDF].
Toshiya Isomoto, Shota Yamanaka, Buntarou Shizuki. Gaze-based Command Activation Technique using Two-level Stroke. Proceedings of the 2020 ACM CHI symposia on ASIAN CHI SYMPOSIUM: EMERGING HCI RESEARCH COLLECTION (Asian CHI Symposium 2020), 4 pages, ACM, New York, NY, USA, Hawaii, USA, April 2020.
Toshiya Isomoto, Toshiyuki Ando, Buntarou Shizuki, and Shin Takahashi. Investigation of Midas-touches in Dwell Time Reduction Technique using Fitts' Law for Dwell-Based Target Acquisition. Proceedings of the 2019 ACM CHI symposia on ASIAN CHI SYMPOSIUM: EMERGING HCI RESEARCH COLLECTION (Asian CHI Symposium 2019), 8 pages, ACM, New York, NY, USA, Glasgow, UK, May 2019.
Talks
礒本俊弥．学生招待講演「凝視選択のための眼のふるまいに基づく意図検出に関する研究」．第204回ヒューマンコンピュータインタラクション研究会．2023年8月8日．
礒本俊弥．視線データのみを用いた機械学習による意図推定を用いた凝視入力．第22回情報科学技術フォーラム（FIT2023） ．2023年9月8日．
Education
Ph.D. in Engineering (April 2020 - September 2023)
Graduate School of Science and Technology, University of Tsukuba, thesis
Supervisor: Prof. Buntarou ShizukiMaster of Computer Science (April 2018 - March 2020)
Graduate School of Systems and Information Engineering, University of Tsukuba
Advisor: Prof. Buntarou ShizukiBachelor of Science in Media Sciences and Engineering (April 2016 - March 2018)
College of Media Arts, Science and Technology, University of Tsukuba,Foundation degree of Engineering (April 2011 - March 2016)
Department of Computer Science and Electronic Engineering, National Institute of Technology, Tokuyama College
Experience
Research Intern at Yahoo Japan Corporation (2018/8 - 2023/03)
"Investigating human behavior and developing a gaze-based interface"
Advisor: Dr. Shota Yamanaka
Grant
Japan Society for the Promotion of Science (JSPS)
Research Fellowship for Young Scientists (April 2021 ~ September 2023)
日本学術振興会特別研究員 DC2（採用期間2021年4月〜2023年9月）Tateishi Science and Technology Promoting Foundation
Research Fonding C (April 2020 ~ March 2023)
立石科学技術振興財団 研究助成C（研究期間2020年4月〜2023年3月）