Saitama University · Graduate School of Science and Engineering · 助教

Research keywordsリハビリテーション，介護，高齢者，歩行，歩容，モーション，床反力，機械学習，仮想現実，感性・Artificial・intelligence・Estimation・Generation・of・Target・Gait

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• Generation of Target Gait Using Biomechanical Relational Network Based on Generative Adversarial Network (BMR-NetGAN) Ryoya Oba; Yusuke Osawa; Kazunori Kaede; Keiichi Watanuki IEEE/SICE International Symposium on System Integration (SII), 開始ページ：497 , 終了ページ：504 , 2026年, ［査読有り］ 英語, 研究論文（国際会議プロシーディングス）2026
• Estimation of Work Productivity Using R–R Intervals and QRS Regions of Electrocardiograms during Computational Tasks under Cognitive Load2025 · Human Factors in Design, Engineering, and Computing, Proceedings of the AHFE International Conference on Human Factors in Design, Engineering, and Computing (AHFE 2025 Hawaii Edition),
• Evaluation of UX Using Biometric Emotion and Intensity Estimation Machine Learning Models Yuki Fujii; Keiichi Watanuki; Kazunori Kaede; Yusuke Osawa Affective and Pleasurable Design, AHFE, 巻：164 , 2025年07月, ［査読有り］ 英語, 研究論文（国際会議プロシーディングス）2025
• Semantic Segmentation-Guided 3D Shape Reconstruction of Indoor Scenes Using a PointNet-Based Autoencoder2025 · Human Factors in Design, Engineering, and Computing, Proceedings of the AHFE International Conference on Human Factors in Design, Engineering, and Computing (AHFE 2025 Hawaii Edition),

• 機械学習を用いた身体的個人差を考慮した高齢者歩容フィードバック訓練手法の開発

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