Nagayama Itaru

写真a

Title

Professor

Researcher Number(JSPS Kakenhi)

80274885
2
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Current Affiliation Organization 【 display / non-display 】

  • Duty   University of the Ryukyus   Faculty of Engineering   School of Engineering_Computer Science and Intelligent Systems Program   Professor  

  • Concurrently   University of the Ryukyus   Graduate School of Engineering and Science   Computer Science and Intelligent Systems   Professor  

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University 【 display / non-display 】

  • 　
    -
    1989.03

    The University of Tokushima   Faculty of Engineering   Graduated

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Graduate School 【 display / non-display 】

  • 　
    -
    1994.09

    The University of Tokushima  Graduate School, Division of Engineering  Systems Engineering  Doctor's Course (second term)  Completed

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Academic degree 【 display / non-display 】

  • The University of Tokushima -  Doctor of Engineering

  • The University of Tokushima -  Doctor of Engineering

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External Career 【 display / non-display 】

  • 1995.04
    -
    1999.03

    University of the Ryukyus, Faculty of Engineering, Department of Information Engineering, Assistant Professor  

  • 1999.04
    　
    　

    University of the Ryukyus, Faculty of Engineering, Department of Information Engineering, Computer Systems, Research Assistants  

  • 1999.04
    　
    　

    University of the Ryukyus, Faculty of Engineering, Department of Information Engineering, Associate Professor  

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Affiliated academic organizations 【 display / non-display 】

  • 1900.04
    -
    Now
     

    The Institute of Electrical Engineers of Japan 

  • 1900.04
    -
    Now
     

    The Institute of Electronics, Information and Communication Engineers 

  • 1900.04
    -
    Now
     

    IEEE Computer Society 

  • 1997.05
    -
    Now
     

    Information Processing Society of Japan 

  • 2006.04
    -
    2007.03
     

    The Institute of Electronics, Information and Communication Engineers 

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Research Interests 【 display / non-display 】

  • Data Mining,Digital Image Processing,Reliability Engineering,Safety System

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Research Areas 【 display / non-display 】

  • Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Social systems engineering

  • Informatics / Database

  • Informatics / Kansei informatics

  • Informatics / Intelligent informatics

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Research Theme 【 display / non-display 】

  • Genetic Information Processing

  • Data Mining

  • Intelligent Image Processing

  • Genetic Information Processing

  • Data Mining

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Published Papers 【 display / non-display 】

  • Advanced Intelligent Security Camera System for the Prediction of Snatching using Machine Lear

    Itaru Nagayama

    IEEJ Transaction on Industrial Applications ( IEEJ )  143 ( 2 ) 125 - 131   2023.02 [ Peer Review Accepted ]

    Type of publication: Research paper (scientific journal)

  • Evaluation of The Skill Succession Support System by The ARCS Model in Fisheries High Schools

    Tsukasa Kato, Itaru Nagayama

    Transactions of Navigation，Japan Institute of Navigation   6 ( 1 ) 53 - 59   2021.03 [ Peer Review Accepted ]

    Type of publication: Research paper (scientific journal)

  • Comparative study on mango classification methods based on image data

      141 ( 2 ) 168 - 172   2021.02 [ Peer Review Accepted ]

    Type of publication: Research paper (scientific journal)

  • Evaluation and Search for Points to be Improved in the Fisheries and Marine Skill Learning Support System Using Text Mining

    Kato Tsukasa, Nagayama Itaru, Tamaki Shiro

    IEEJ Transactions on Industry Applications ( The Institute of Electrical Engineers of Japan )  141 ( 2 ) 161 - 167   2021 [ Peer Review Accepted ]

    Type of publication: Research paper (scientific journal)

    　View Summary

    <p>We developed a fishery and marine skill learning support system as a self-training teaching material. In this study, we evaluated the usefulness of the proposed system by using text mining and searched for the points to be improved in this system. Using this system, we conducted a survey among the students of a fisheries high school using an evaluation sheet with free-form answering. From the results, we extracted five points, namely "learning method using this system", "video operation and technology confirmation", "promotion of understanding by this system", "skill learning at home", and "fun to learn fisheries skills". Among these five points, "promotion of understanding by this system", in which an understanding of the skill is promoted through explanations of skill and skill videos, was evaluated positively. It was also found that a review is effective in utilizing this system. As a point to be improved, it was found that narration should be provided along with the presentation of the subtitles.</p>

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  • Estimation of Body Occlusion Using Deep Learning for Advanced Intelligent Video Surveillance System

    Nagayama Itaru, Iwanaga Tatsuya, Uehara Wakaki, Miyazato Takaya

    IEEJ Transactions on Industry Applications ( The Institute of Electrical Engineers of Japan )  141 ( 2 ) 138 - 146   2021 [ Peer Review Accepted ]

    Type of publication: Research paper (scientific journal)

    　View Summary

    <p>This paper presents the development of a new method for the estimation and resolution of body occlusion using deep learning for an advanced intelligent video surveillance system. A generative adversarial network is used to estimate and reconstruct an image of a hidden part of the human body. Furthermore, an alternative learning approach using 3DCG that was developed in our previous study is adopted to create a large dataset for deep learning. Experimental results indicate that the proposed method performs well in the estimation of hidden parts of the human body using images of actual people.</p>

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Books 【 display / non-display 】

  • The Handbook of Fuzzy & Soft-Computing

    NAGAYAMA Itaru ( Part: Single Author )

    Kyoritsu Publishing Co. Ltd  2000.03

  • The Handbook of Fuzzy

    NAGAYAMA Itaru ( Part: Single Author )

    Kyoritsu Publishing Co. Ltd  2000.03

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Other Papers 【 display / non-display 】

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Presentations 【 display / non-display 】

  • 耐ノイズ性を持つ新しいK-Nearest Neighbor機械学習アルゴリズム

    與儀喜野, 上原和加貴, 長山 格

    令和元年度・電気学会C部門大会（沖縄）  2019.09  -  2019.09 

  • 離散化外輪郭ベクトルに注目した身体モーションの短時間予測システム

    當間一史, 長嶺翔太, 與儀喜野, 長山 格

    令和元年度・電気学会C部門大会（沖縄）  2019.09  -  2019.09 

  • A Method for Automatic Detection of Crimes for Public Security by Using

    Itaru NAGAYAMA et.al.

    IIHMSP 2009  2009.09  -  2009.09 

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Academic Awards 【 display / non-display 】

  • Award of Best Plannning for National Congress

    2020.09   IEEJ  

  • Professor of the Year

    2019.11    

    Winner: Nagayama Itaru

  • Professor of the Year

    2018.10   University of the Ryukyus  

    Winner: Nagayama Itaru

  • Best Presentation Award

    2012.09   22th FAN2012  

    Winner: Miyahara Akira, Nagayama Itaru

  • Professor of the Year

    2011.11    

    Winner: Nagayama Itaru

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Preferred joint research theme 【 display / non-display 】

  • Security Camera,Social Security System

    Information Engineering

    　View Summary

    Security System

  • Imtelligent Memory Base Reasoning

    Information Engineering

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    Neuro Informatics

  • Large Scale Data Mining

    Information Engineering

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    Data Engineering

  • Image Analysis,Image Understanding

    Information Engineering

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    Image Processing

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SDGs 【 display / non-display 】

  • 廃棄物の不法投棄防止と循環型社会のためのIT活用

  • 持続的開発と食料生産のための次世代型農業支援システム

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Social Activity 【 display / non-display 】

  • Seminar on Security and Safety (Naha City)

    Okinawa Prefecture 

    2019.11
    　
    　

  • Seminar on Security and Safety( Nago City)

    Okinawa Prefecture 

    2019.11
    　
    　

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