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J-GLOBAL ID：202501003859068334 Update date: Feb. 20, 2025

Furuta Ryosuke

フルタリョウスケ | Furuta Ryosuke

Affiliation and department：
Job title： Research Associate
Research theme for competitive and other funds (6)：

2024 - 2027 映像に基づく人物行動理解の意味的深化
2023 - 2026 Learning Methods and Applications for Real-World Object Detection
2021 - 2023 Scene Understanding and Generation for Manga using Scene Graphs
2020 - 2023 Organizing Videos by Human-in-the-Loop Machine Learning for for Skill Transfer and Know-How Sharing
2019 - 2021 Understanding and Generation of Designs using 3D Reinforcement Learning

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Papers (26)：

Liangyang Ouyang, Ruicong Liu, Yifei Huang, Ryosuke Furuta, Yoichi Sato. ActionVOS: Actions as Prompts for Video Object Segmentation. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2025. 15068 LNCS. 216-235
Takara Taniguchi, Ryosuke Furuta. Learning Gaussian Data Augmentation in Feature Space for One-shot Object Detection in Manga. Proceedings of the 6th ACM International Conference on Multimedia in Asia, MMAsia 2024. 2024. abs/2410.05935. 14-8
Tomoyuki Hatakeyama, Ryosuke Furuta, Yoichi Sato. Simultaneous control of head pose and expressions in 3D facial keypoint-based GAN. Multimedia Tools and Applications. 2024. 83. 33. 79861-79878
Takehiko Ohkawa, Ryosuke Furuta, Yoichi Sato. Efficient Annotation and Learning for 3D Hand Pose Estimation: A Survey. International Journal of Computer Vision. 2023. 131. 12. 3193-3206
Zecheng Yu, Yifei Huang, Ryosuke Furuta, Takuma Yagi, Yusuke Goutsu, Yoichi Sato. Fine-grained Affordance Annotation for Egocentric Hand-Object Interaction Videos. Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023. 2023. abs/2302.03292. 2154-2162

MISC (79)：

Nie Lin, Takehiko Ohkawa, Mingfang Zhang, Yifei Huang, Ryosuke Furuta, Yoichi Sato. Pre-Training for 3D Hand Pose Estimation with Contrastive Learning on Large-Scale Hand Images in the Wild. CoRR. 2024. abs/2409.09714
Masatoshi Tateno, Takuma Yagi, Ryosuke Furuta, Yoichi Sato. Learning Multiple Object States from Actions via Large Language Models. CoRR. 2024. abs/2405.01090
Takuma Yagi, Misaki Ohashi, Yifei Huang, Ryosuke Furuta, Shungo Adachi, Toutai Mitsuyama, Yoichi Sato. FineBio: A Fine-Grained Video Dataset of Biological Experiments with Hierarchical Annotation. 日本分子生物学会年会プログラム・要旨集(Web). 2024. 46th
山本洋太, 板垣幸佑, 三橋薫乃, 古田諒佑, 古田諒佑, 谷口行信. Video Anomaly Detection Using Frame Prediction for Vehicle Operation State Inspection. 映像情報メディア学会年次大会講演予稿集(CD-ROM). 2024. 2024
高木利菜, 山本洋太, 古田諒佑, 谷口行信. Unsupervised Action Segmentation for Instructional Videos using Hand-Object Interaction Detection. 映像情報メディア学会年次大会講演予稿集(CD-ROM). 2024. 2024

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