Tokunaga Kazuhiro

Affiliation and department：
Homepage URL (1)： http://www.fish-u.ac.jp/~tokunaga/

Research field (2)： Sensitivity (kansei) informatics , Soft computing

Research keywords (14)： Modular network SOM , 超音波 , 魚肉の非破壊評価 , モジュラーネットワーク型自己組織化マップ , 自己組織化 , Growing Neural Gas , 網膜血管 , 動脈硬化 , 脳血管障害 , 眼底画像 , Soft computing , Neural network , Growing self-organizing map , Self-organizing map

Research theme for competitive and other funds (7)：

2022 - 2025 大脳皮質型学習モデルを用いた養殖魚の発育をセンシングする基盤技術の開発
2016 - 2019 ソフトコンピューティングを用いた超音波魚肉評価検査支援システムの開発
2013 - 2016 Quality Estimation Support Models of Fresh Fish in the Distribution Using Soft Computing
2012 - 2015 Eye Fundus Image Analysis System for Early Detection of Cerebrovascular Disorder
2013 - 2015 Development of self-evolving modular network which grows to the optimal structure in self-organizing manner

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Papers (30)：

Kazuhiro Tokunaga, Chihiro Saeki, Shinichi Taniguchi, Shinta Nakano, Hiromitsu Ohta, Makoto Nakamura. Nondestructive evaluation of fish meat using ultrasound signals and machine learning methods. Aquacultural Engineering. 2020. 89
NAKAMURA Makoto, WATANABE Toshiaki, SHIIGI Tomoo, TOKUNAGA Kazuhiro, OHTA Hiromitsu, MAEDA Toshimichi. Estimation Models of the Amberjack (Seriola) Quality by Using Fuzzy Inference. Journal of Japan Society for Fuzzy Theory and Intelligent Informatics. 2018. 30. 1. 509-516
NAKAMURA Makoto, OHTA Hiromitsu, WATANABE Toshiaki, TOKUNAGA Kazuhiro, KAWAGUCHI Kentaro, MAEDA Toshimichi. Quality Estimation Models of Fresh Fish based on Decisions Made by Highly Skilled Fish Market Auctioneers. The Japanese Journal of Ergonomics. 2017. 53. 4. 107-115
Kazuhiro Tokunaga, Eiji Uchino, Hiroki Tanaka, Noriaki Suetake. Intravascular ultrasound-based tissue characterization using modular network self-organizing map. Appl. Soft Comput. 2016. 44. 89-100
鴻上健一郎, 中村誠, 太田博光, 徳永憲洋, 前田俊道. Visual Discrimination Models of the Dressed Puffers (Migaki) by Skilled Cooks Using Fuzzy Inference. 水産大学校研究報告. 2015. 64. 1. 29-45

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MISC (106)：

石田武志, 芦田寛司, 徳永憲洋. 畳込みニューラルネットワークを利用したトラフグ属の種判別モデルの構築. 日本水産工学会学術講演会講演論文集. 2023. 2023
城戸那央, 徳永憲洋. 動物用超音波画像診断装置を用いたマアジの脂肪量推定に関する検討. 日本水産工学会学術講演会講演論文集. 2023. 2023
城戸那央, 徳永憲洋. Examination of a method for measuring the fat content of fish using ultrasonic waves. 農業環境工学関連学会合同大会講演要旨集(CD-ROM). 2023. 2023
渡邉敏晃, 梶川和武, 徳永憲洋, 椎木友朗. 回流水槽における簡易増速ユニットの製作. 日本水産工学会学術講演会講演論文集. 2022. 2022
徳永憲洋, 大野耀太郎, 神原好, 椎木友朗, 和田律子. Bychatch Fish Species Identification Using Convolutional Neural Network. 電気・情報関連学会中国支部連合大会講演論文集(CD-ROM). 2022. 73rd

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Patents (1)：

自己進化型モジュラーネットワークを用いた情報処理装置、及び情報処理方法

Professional career (1)：

博士(工学) (九州工業大学)

Work history (3)：

2015/01 - 現在国立研究開発法人水産研究・教育機構水産大学校, 海洋機械工学科講師
2013/04 - 2015/12 National Fisheries University
2013 - Fuzzy Logic Systems Institute

Association Membership(s) (3)：

THE JAPAN SOCIETY OF MECHANICAL ENGINEERS , THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS , THE JAPANESE SOCIETY OF FISHERIES ENGINEERING

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