JIEN KATO

カトウジェーン | JIEN KATO

Research field (3)： Database science , Intelligent informatics , Perceptual information processing

Research keywords (1)： Image Processing, Machine Learning, Computer Vision

Research theme for competitive and other funds (18)：

2023 - 2025 交通シーンにおける高齢運転者の認知負荷の自動推定
2022 - 2025 High Risk Pedestrian Detection for Early Danger Avoidance
2020 - 2022 Tactile texture feature extraction based on visual texture analysis
2016 - 2018 The collaborative management system of computing and networking resources for multimedia big data
2016 - 2018 Fine-Grained Classification of Person Attributes with Surveillance Cameras

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Papers (42)：

Song Zhang, Wenxin Li, Lide Suo, Yuan Liu, Yulong Li, Jien Kato, Keqiu Li. BRT: Buffer Management for RDMA/TCP Mix-flows in Datacenter Networks. IEEE Transaction on Network and Service Management. 2024. 21. 4. 4146-4160
Li Xinyue, Jiaqing Liu, Yu Wang, Jien Kato. Spatio-Temporal Transformer with Hypergraph in Nursing Activity Recognition. 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2024
Koshiro Urasumi, Yu Wang, Jiaqing Liu, Changming Sun, Jien Kato. Heterogeneous Driver Cognitive Load Database: Deep Learning Recognition and Baseline Evaluation. International Workshop on Computer Vision and Artificial Intelligence (IWCVAI 2024). 2024
Longjiao Zhao, Yu Wang, Jien Kato. Using Classifier Discrepancy for Crossdomain Image Retrieval. 2023 IEEE International Conference on Image Processing (ICIP2023),. 2023
Ying Ji, Yu Wang, Kensaku Mori, Jien Kato. Social Relation Atmosphere Recognition with Relevant Visual Concepts. IEICE Transactions on Information and Systems. 2023. E106-D. 10

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Lectures and oral presentations (50)：

Hypergraph-enhanced Spatio-Temporal Transformer for Nurse Activity Recognition
(第27回画像認識・理解シンポジウム(MIRU2024) 2024)
動的不確実性を用いた画像データセットの軽量化
(2024)
監視カメラを用いた酔客推定
(2024)
外部環境を考慮した人物属性の詳細認識,
(第27回画像認識・理解シンポジウム(MIRU2024) 2024)
機械学習モデルを用いた農作物の葉の病気と重症度の依存関係の分析
(コンピュータビジョンとイメージメディア研究会(IPSJ-CVIM) 2024)

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Education (2)：

- 1993 Nagoya University Graduate School of Engineering Information Engineering
- 1990 Nagoya University Graduate School of Engineering Information Engineering

Professional career (2)：

Master of Engineering (Nagoya University)
Doctor of Engineering (Nagoya University)

Work history (3)：

2024/04 - 現在 Kochi University of Technology College of Data and Innovation Professor
2018/04 - 2024/03 Ritsumeikan University College of Information Science and Engineering Professor
2000/04 - 2018/03 Nagoya University Graduate School of Informatics Associate Professor

Association Membership(s) (4)：

Institute of Electrical and Electronics Engineers , The Japanese Society for Artificial Intelligence , Information Processing Society of Japan , The Institute of Electronics, Information and Communication Engineers

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