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大澤 優輔 オオサワ ユウスケ

所属部署名 理工学研究科 電話番号
職名 助教 ■FAX番号
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兼担研究科・学部

工学部機械工学・システムデザイン学科

学歴

取得学位
博士(工学) , 埼玉大学(日本)

受賞学術賞

2021 , AHFE 2021 Best Student Award , https://2022.ahfe.org/awards.html

研究活動業績

研究業績(著書・発表論文等)

著書
Emotional Engineering, Vol. 9
Springer Cham:125-142 202207
ISBN:978-3-031-05867-7
Shuichi Fukuda, Yoriko Atomi, Kazutaka Ueda, Hiroko Shoji, Pierre Lévy, Yumi Shima, Tsutomu Sato, Yasue Mitsukura, Tetsuya Toma, Keiichi Muramatsu, Yoshimasa Tawatsuji, Kazunori Kaede, Keiichi Watanuki, Hideyoshi Yanagisawa, Yusuke Osawa, Ippei Negishi, Ritsuko Izuhara, Yuichi Tamaru, Mayu Akaki, Seiko Shirasaka, Zhenghui Sha, Yan Lu, Christopher McComb, Zhuo Yang, Anh Tran, Dehao Liu, Faez Ahmed, Bingyang Song, Bryan O’Halloran, Brandon Lane, Anant Kumar Mishra, Ho Yeung, R. Michael Lawton, Lucia Mirabella, Rahul Rai & Dazhong Wu

論文
Learning and visualization of features using MC-DCNN for gait training considering physical individual differences
Jounal of Biomechanical Science and Engineering,16(1):20-00337 2021
Yusuke Osawa, Keiichi Watanuki, Kazunori Kaede, Keiichi Muramatsu

Generation of gait data less prone to stumbling considering the physical differences among trainees
Jounal of Biomechanical Science and Engineering,16(4):20-00478 2021
Yusuke Osawa, Keiichi Watanuki, Kazunori Kaede, Keiichi Muramatsu

学会発表
機械学習を用いたリアルタイム画像変換による歩行モチベーションアシストシステムの開発
日本機械学会,日本機械学会情報・知能・精密部門講演会(IIP 2023)講演論文集,23(9):IIPB-4-17 202303
加納拓実,大澤優輔,綿貫啓一

視覚的探索課題における認知負荷がリダイレクテッドウォーキングの知覚閾値に与える影響
日本機械学会,日本機械学会情報・知能・精密部門講演会(IIP 2023)講演論文集,23(9):IIPB-4-6 202303
佐藤湧馬,大澤優輔,綿貫啓一

Automatic generation of AI-based cancer pathology data and highly accurate colorectal cancer pathology diagnosis support
AHFE,Proceedings of 13th AHFE International Conference on Affective and Pleasurable Design,41:111-119 202207
Keiichi Watanuki, Tetsuhiro Suzuki, Yusuke Osawa, Kazunori Kaede, Shinsuke Kazama

Prediction of Health Screening Data with Personal Uncertainty Using Bayesian Neural Networks
AHFE,Proceedings of 13th AHFE International Conference on Affective and Pleasurable Design,41:120-128 2022
Yusuke Osawa, Shohei Tawata, Keiichi Watanuki and Kazunori Kaede

Challenges in gait training methods and application of machine learning
日本機械学会,Proceedings of the International Conference on Business and Technology Transfer / Technology and Society:ICBTT2021-1125-PM-05 2021
Yusuke Osawa, Keiichi Watanuki, Kazunori Kaede

特定健康診査データに基づく機械学習を用いた検査値予測
日本機械学会,日本機械学会2021年度年次大会:S401-12 2021
大澤優輔,綿貫啓一,楓和憲,多和田昇平

Immediate effect of thumb-to-ground distance training by a target multivariate gait data generation method considering physical differences
AHFE,Proceedings of the AHFE 2021 Virtual Conferences on Design for Inclusion,260:749-756 2021
Yusuke Osawa, Keiichi Watanuki, Kazunori Kaede

A walking promotion method using the tuning of a beat sound based on a two-dimensional emotion map
AHFE,Proceeding of AHFE 2016 International Conference on Affective and Pleasurable Design,483:519-525 2016
Eiichirou Tanaka, Keiichi Muramatsu, Yusuke Osawa, Shozo Saegusa, Louis Yuge, Keiichi Watanuki