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J-GLOBAL ID：201601018000328537   Update date: Nov. 13, 2024

Yusuke Sugano

スガノ ユウスケ | Yusuke Sugano
Affiliation and department：
The University of Tokyo Institute of Industrial Science

About The University of Tokyo Institute of Industrial Science


Job title： Associate Professor
Homepage URL  (1)： http://www.yusuke-sugano.info/
Research field  (2)： Human interfaces and interactions ,  Perceptual information processing
Research keywords  (4)： Computer Vision ,  Human Computer Interaction ,  Eye Tracking ,  Machine Learning
Research theme for competitive and other funds  (4)：
  • 2021 - 2024 顔形状復元によるデータ生成と自己教師型補助タスクに基づく視線推定器のドメイン適応
  • 2020 - 2024 自己視点・他者視点・固定視点映像の統合解析による人物行動センシング
  • 2019 - 2023 計算機によって多様性を実現する社会に向けた超AI基盤に基づく空間視聴触覚技術の社会実装
  • 2017 - 2019 計算機によって多様性を実現する社会に向けた超AI基盤に基づく空間視聴触覚技術の社会実装
Papers (89)：
  • Atsushi Takada, Wataru Kawabe, Yusuke Sugano. Example-Based Conditioning for Text-to-Image Generative Models. IEEE Access. 2024. 12. 162191-162203
  • Mingtao Yue, Tomomi Sayuda, Miles Pennington, Yusuke Sugano. Evaluating User Experience and Data Quality in Gamified Data Collection for Appearance-Based Gaze Estimation. International Journal of Human-Computer Interaction. 2024. 1-17
  • Wataru Kawabe, Yuri Nakao, Akihisa Shitara, Yusuke Sugano. Technical Understanding from Interactive Machine Learning Experience: a Study Through a Public Event for Science Museum Visitors. Interacting with Computers. 2024
  • Yoichiro Hisadome, Tianyi Wu, Jiawei Qin, Yusuke Sugano. Rotation-Constrained Cross-View Feature Fusion for Multi-View Appearance-based Gaze Estimation. WACV. 2024. 5973-5982
  • Wataru Kawabe, Yusuke Sugano. Image-to-Text Translation for Interactive Image Recognition: A Comparative User Study with Non-expert Users. J. Inf. Process. 2024. 32. 358-368
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MISC (18)：
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Patents (3)：
Books (1)：
  • xDiversityという可能性の挑戦
    講談社 2023 ISBN:9784065305898
Lectures and oral presentations  (12)：
  • 多様な課題にひらかれたコンピュータービジョン研究を目指して:トレンドと研究事例から考える
    (顕微鏡計測インフォマティクス研究部会 第5回研究会 2024)
  • Toward Appearance-based Gaze Estimation Open to Diverse People and Environments
    (2023)
  • 人にひらかれたメディア理解に向けて -人を理解する、人と理解する-
    (パターン認識・メディア理解研究会(PRMU) 2022)
  • Users-in-the-loop Design and Research for Inclusive Machine Learning Applications
    (ACM CHI2021 Workshop: Human Augmentation for Skill Acquisition and Skill Transfer (HAA2021) 2021)
  • Appearance-based Gaze Estimation: What We Have Done and What We Should Do
    (The 1st Workshop on Gaze Estimation and Prediction in the Wild (GAZE 2019) (collocated with ICCV 2019) 2019)
ｍore...
Awards (9)：
  • 2022 - The 4th International Workshop on Gaze Estimation and Prediction in the Wild (GAZE 2022) Best Paper Award Learning-by-Novel-View-Synthesis for Full-Face Appearance-Based 3D Gaze Estimation
  • 2018 - International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI 2018) Best Paper Award Forecasting User Attention During Everyday Mobile Interactions Using Device-Integrated and Wearable Sensors
  • 2017 - IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017) Outstanding Reviewer Award
  • 2017 - The 30th ACM Symposium on User Interface Software and Technology (UIST 2017) Best Paper Honorable Mention Award Everyday Eye Contact Detection Using Unsupervised Gaze Target Discovery
  • 2017 - International Workshop on Physics Based Vision meets Deep Learning (PBDL) Best Paper Award Deep photometric stereo network
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