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Development of Real-time Feature Extraction System for Meteorological Environment and Image Information and Its Application to Agricultural Production

Research Project

Project/Area Number 15K07677
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Agricultural environmental engineering/Agricultural information engineering
Research InstitutionKyushu University

Principal Investigator

Okayasu Takashi  九州大学, 農学研究院, 准教授 (70346831)

Co-Investigator(Kenkyū-buntansha) 井上 英二  九州大学, 農学研究院, 教授 (00184739)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Keywords農業情報 / 圃場環境モニタリング / 省電力無線 / 植物体画像計測 / 特徴量抽出 / RGB-Dセンサ / 画像処理 / 生育量計測 / マルチコプタ / RGB・深度画像
Outline of Final Research Achievements

This study aims to develop a measurement and extraction system for meteorological environmental information and plant growth features as the objectives on advancement of agricultural production system and application to plant phenotyping research, and to verify its validity. It was clarified that the developed system was able to continuously measure meteorological environmental information for a long time in an actual cultivation field, and further to accurately extract plant growth features such as plant height, leaves’ status, plant motion and germination count.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (41 results)

All 2018 2017 2016 2015 Other

All Int'l Joint Research (1 results) Journal Article (9 results) (of which Int'l Joint Research: 5 results,  Peer Reviewed: 4 results,  Open Access: 1 results,  Acknowledgement Compliant: 8 results) Presentation (29 results) (of which Int'l Joint Research: 4 results,  Invited: 14 results) Book (2 results)

  • [Int'l Joint Research] Department of Agricultural Engineering/Faculty of Agricultural Technology/Universitas Gadjah Mada(Indonesia)

    • Related Report
      2016 Research-status Report
  • [Journal Article] 農業・植物フェノタイピング研究における映像技術の利用2018

    • Author(s)
      岡安 崇史
    • Journal Title

      映像情報メディア学会誌

      Volume: 2 Pages: 260-263

    • NAID

      130007801673

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Development of a Field Environmental Monitoring Node with Over the Air Update Function2016

    • Author(s)
      Nugroho, A.P. Okayasu, T., Horimoto, M., Arita, D., Hoshi, Kurosaki, H., Yasuba, K., Inoue, E., Hirai, Y., Mitsuoka, M., Sutiarso, L.
    • Journal Title

      Agricultural Information Research

      Volume: 25 Issue: 3 Pages: 86-95

    • DOI

      10.3173/air.25.86

    • NAID

      130005265265

    • ISSN
      0916-9482, 1881-5219
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Plant growth evaluation for leaf vegetables using simple field monitoring system2016

    • Author(s)
      Okayasu, T., Tanaka, D., Sakai, A., Sakai, Y., Shimada, K., Awai, K., Inoue, E., Hirai, Y., Mitsuoka, M.
    • Journal Title

      Proceedings of International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB) 2016

      Volume: 1 Pages: 603-608

    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Automatic leaf motion analysis using optical flow to diagnose plant behavior in response to environmental changes, roceedings of International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB) 20162016

    • Author(s)
      Nugroho, A. P., Okayasu, T., Sakai, A., Inoue, E., Hirai, Y., Mitsuoka, M., Sutiarso, L.
    • Journal Title

      Proceedings of International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB) 2016

      Volume: 1 Pages: 848-853

    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Effective investigation of 3D feature value extraction for plant body surface using RGB-D sensor2016

    • Author(s)
      Sakai, A., Okayasu, T., Yoshinaga, T., Nugroho, A. P., Arita, D., Inoue, E., Hirai, Y., Mitsuoka, M.
    • Journal Title

      Proceedings of International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB) 2016

      Volume: 1 Pages: 854-858

    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Quantification of 2D Lateral Leaf Motion on Mature Plants Foliage using Optical Flow to Study the Circadian Rhythms2016

    • Author(s)
      Nugroho, A.P., Okayasu, T., Taniguchi, R., Inoue, E., Hirai, H., Mitsuoka, M., Sutiarso, L.
    • Journal Title

      Proceesings of the 2nd International Symposium on Agricultural and Biosystem Engineering

      Volume: 1

    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] PLANT GROWTH EVALUATION FOR LEAF VEGETABLES USING SIMPLE FIELD MONITORING SYSTEM2016

    • Author(s)
      Takashi Okayasu, Daisuke Tanaka, Atsushige Sakai, Yusuke Sakai, Kazuko Shimada, Kazumasa Awai, Eiji Inoue, Yasumaru Hirai, Muneshi Mitsuoka
    • Journal Title

      Proceedings of the 8th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering

      Volume: 無

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] AUTOMATIC LEAF MOTION ANALYSIS USING OPTICAL FLOW TO DIAGNOSE PLANT BEHAVIOR IN RESPONSE TO ENVIRONMENTAL CHANGES2016

    • Author(s)
      Andri Prima Nugroho, Takashi Okayasu, Atsushige Sakai, Eiji Inoue, Yasumaru Hirai, Muneshi Mitsuoka, Lilik Sutiarso
    • Journal Title

      Proceedings of the 8th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering

      Volume: 無

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] EFFECTIVE INVESTIGATION OF 3D FEATURE VALUE EXTRACTION FOR PLANT BODY SURFACE USING RGB-D SENSOR2016

    • Author(s)
      Atsushige Sakai, Takashi Okayasu, Takashi Yoshinaga, Andri Prima Nugroho, Daisaku Arita, Eiji Inoue, Yasumaru Hirai, Muneshi Mitsuoka
    • Journal Title

      Proceedings of the 8th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering

      Volume: 無

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Affordable Field Environmental Monitoring and Plant Growth Measurement System for Smart Agriculture2017

    • Author(s)
      Takashi Okayasu, Andri Nugroho, Atsushige Sakai, Daisaku Arita, Takashi Yoshinaga, Rin-ichiro Taniguchi, Masafumi Horimoto, Eiji Inoue, Yasumaru Hirai, Muneshi Mitsuoka
    • Organizer
      International Conference on Sensing Technology (ICST)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 圃場環境・植物生体計測のための小型移動ロボットの開発2017

    • Author(s)
      岡安 崇史, 高場 雄太郎, 有田 大作, 吉永 崇, 谷口 倫一郎, 井上 英二, 平井 康丸, 光岡宗司
    • Organizer
      農業食料工学会年次大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 農業情報の可視化・共有のための仮想現実技術の応用2017

    • Author(s)
      高場 雄太郎, 岡安 崇史, 吉永 崇, 有田 大作, 谷口 倫一郎, 安武 大輔, 北野 雅治, 井上 英二, 平井 康丸, 光岡 宗司
    • Organizer
      農業食料工学会九州支部
    • Related Report
      2017 Annual Research Report
  • [Presentation] RGB-D画像を用いた植物生育特徴量の計測とその精度評価2017

    • Author(s)
      境 淳成, 岡安 崇史, 吉永 崇, 有田 大作, 谷口 倫一郎, 井上 英二, 平井 康丸, 光岡 宗司
    • Organizer
      農業情報学会年次大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 植物栽培空間の高密度計測・可視化手法の開発2017

    • Author(s)
      高場 雄太郎, 岡安 崇史, 吉永 崇, 有田 大作, 北野 雅治, 安武 大輔
    • Organizer
      農業情報学会年次大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Community-based approaches by ICT-using farmers towards 2050s2017

    • Author(s)
      Okayasu, T.
    • Organizer
      AASSA (The Association of Academies and Societies of Sciences in Asia) Regional Workshop -Role of Science for Inclusive Society
    • Place of Presentation
      Tokyo
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] Trials on ICT application for typical small and medium scale farmers in Japan agriculture2016

    • Author(s)
      Takashi OKAYASU
    • Organizer
      AWSSS2016
    • Place of Presentation
      Beijing
    • Year and Date
      2016-03-28
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 農業分野におけるIoTの取り組みとその課題2016

    • Author(s)
      岡安崇史
    • Organizer
      ABC 2016 Spring
    • Place of Presentation
      東京
    • Year and Date
      2016-03-12
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] 「ICTって農業に役立つの?」をみんなで考える2016

    • Author(s)
      岡安崇史
    • Organizer
      平成27年度福岡県青年農業士会経営研究会(第2回)
    • Place of Presentation
      福岡
    • Year and Date
      2016-02-06
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] ICTがもたらす新しい農業経営のかたち2016

    • Author(s)
      岡安崇史
    • Organizer
      北九州地域担い手・産地育成総合支援協議会研修会
    • Place of Presentation
      北九州
    • Year and Date
      2016-02-02
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] 中小規模農家向けの農業ICTを考える2016

    • Author(s)
      岡安崇史
    • Organizer
      平成27年度近畿中国四国農業試験研究推進会議
    • Place of Presentation
      福岡福山
    • Year and Date
      2016-01-25
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] オクトコプタを用いた作物生育情報の計測に関する研究2016

    • Author(s)
      入江田大輝,岡安崇史,境 淳成,森本 透,冨吉袈裟右衛門,井上英二,平井康丸,光岡宗司
    • Organizer
      2016年度農業情報学会年次大会
    • Place of Presentation
      東京
    • Related Report
      2016 Research-status Report
  • [Presentation] 植物栽培空間の時空間情報計測に関する基礎的研究2016

    • Author(s)
      境 淳成,岡安崇史,松本千里,吉永 崇,有田大作,谷口倫一郎,井上 英二,平井康丸,光岡宗司
    • Organizer
      第75回農業食料工学会年次大会
    • Place of Presentation
      京都市
    • Related Report
      2016 Research-status Report
  • [Presentation] 省電力無線方式圃場環境モニタリングシステムの実証実験と課題抽出2016

    • Author(s)
      岡安崇史,尾崎彰則,堀本正文,AMIN Nayeen Al,緒方和夫,AHMED Ashir,宮島郁夫,伊東正一,井上英二,平井康丸,光岡宗司
    • Organizer
      第70回農業食料工学会九州支部例会
    • Place of Presentation
      福岡市
    • Related Report
      2016 Research-status Report
  • [Presentation] Smart Agriculture Framework and Its Implementation to Open-Field Tropical Horticulture Production2016

    • Author(s)
      Nugroho, A.P. Okayasu,T., Inoue, E., Hirai, Y., Mitsuoka, M., Sutiarso, L.
    • Organizer
      70 th Annual Meeting on Kyushu Branch of The Japanese Society of Agricultural Machinery and Food Engineers
    • Place of Presentation
      Fukuoka
    • Related Report
      2016 Research-status Report
  • [Presentation] Measurement and Visualization of Agricultural Information by Using ICT2016

    • Author(s)
      Okayasu, T.
    • Organizer
      Forum "Math-for-Industry" 2016
    • Place of Presentation
      Brisbane
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 中小規模農業で使えるICTを考える,2016

    • Author(s)
      岡安崇史
    • Organizer
      第21回テクノフェスタ-農と食のスマート化に向けた新たな取組み・新技術-
    • Place of Presentation
      さいたま市
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] IoTによる農業情報のセンシングとその利用2016

    • Author(s)
      岡安崇史
    • Organizer
      農業×計測×情報通信ワークショップ2016
    • Place of Presentation
      名古屋市
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] IoTとスマートセンサによる農業情報の見える化とその利用2016

    • Author(s)
      岡安崇史
    • Organizer
      「センサ・マイクロマシンと応用システム」シンポジウム
    • Place of Presentation
      平戸市
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] Introduction of ICT applications for small and mid-scale farmers in Japan2016

    • Author(s)
      Takashi OKAYASU
    • Organizer
      Conference on State-of-the-Art Technology to Drive Agriculture Productivity in the Next Quarter of the Century
    • Place of Presentation
      Tokyo
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] 中小規模農家向けのスマート農業支援システムの開発2015

    • Author(s)
      岡安崇史,Andri Prima Nugroho,石丸俊介,田中大介,境 淳成,入 江田大輝,松本千里,有田大作,吉永 崇,堀本正文,谷口倫一郎,井上英二, 平井康丸,光岡宗司
    • Organizer
      農業情報学会2015年度秋季大会
    • Place of Presentation
      鹿児島
    • Year and Date
      2015-12-10
    • Related Report
      2015 Research-status Report
  • [Presentation] Agricultural informatics in Japan -For typical small and medium scale farmers-2015

    • Author(s)
      Takashi OKAYASU
    • Organizer
      THE 11TH INTERNATIONAL WORKSHOP ON NONDESTRUCTIVE QUALITY EVALUATION OF AGRICULTURAL, LIVESTOCK AND FISHERY PRODUCTS
    • Place of Presentation
      Taipei
    • Year and Date
      2015-11-17
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 圃場環境情報の高密度計測のための簡易計測装置の利用2015

    • Author(s)
      岡安崇史,アンドリ プリマ ヌグロホ,堀本正文,有田大作,星岳彦,安場健一郎,黒崎秀仁,井上英二,平井康丸,光岡宗司
    • Organizer
      農業環境工学関連5学会2015年合同大会
    • Place of Presentation
      盛岡
    • Year and Date
      2015-09-15
    • Related Report
      2015 Research-status Report
  • [Presentation] 欧州農業の調査報告と研究内容紹介2015

    • Author(s)
      岡安崇史
    • Organizer
      『食料生産とICTを考える協議会』第三回総会
    • Place of Presentation
      鳥栖
    • Year and Date
      2015-08-31
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] 世界の農業の動きとICTの活用2015

    • Author(s)
      岡安崇史
    • Organizer
      農業食料工学会九州支部若手交流会2015
    • Place of Presentation
      霧島
    • Year and Date
      2015-08-28
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] RGB-Dセンサにおける測距方式の違いが葉面情報の計測精度に及ぼす影響2015

    • Author(s)
      境 淳成,岡安崇史,吉永 崇,有田大作,北野雅治,井上英二,平井康丸,光岡宗司
    • Organizer
      第69回農業食料工学会九州支部例会
    • Place of Presentation
      鹿児島
    • Year and Date
      2015-08-26
    • Related Report
      2015 Research-status Report
  • [Presentation] ICTで農業をもっと面白くしたい!2015

    • Author(s)
      岡安崇史
    • Organizer
      Future Sync vol.5
    • Place of Presentation
      福岡
    • Year and Date
      2015-05-16
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] RGB-Dセンサを用いた植物体情報の計測とその精度評価2015

    • Author(s)
      境 淳成,岡安崇史,吉永 崇,有田大作,北野雅治,井上英二,平井康丸,光岡宗司
    • Organizer
      2015年度農業情報学会年次大会
    • Place of Presentation
      東京
    • Year and Date
      2015-05-14
    • Related Report
      2015 Research-status Report
  • [Presentation] 圃場環境情報の高密度計測のためのWiFi内蔵ワンボードマイコンの利用2015

    • Author(s)
      岡安崇史,堀本正文,アンドリ プリマ ヌグロホ,有田大作,星岳彦,安場健一郎,黒崎秀仁,井上英二,平井康丸,光岡宗司
    • Organizer
      2015年度農業情報学会年次大会
    • Place of Presentation
      東京
    • Year and Date
      2015-05-14
    • Related Report
      2015 Research-status Report
  • [Book] Takashi Okayasu and Andri Prima Nugroho and Daisaku Arita and Takashi Yoshinaga and Yoshiki Hashimoto and Rin-ichiro Taniguchi, in Smart Sensors at the IoT Frontier2017

    • Author(s)
      Takashi Okayasu and Andri Prima Nugroho and Daisaku Arita and Takashi Yoshinaga and Yoshiki Hashimoto and Rin-ichiro Taniguchi
    • Total Pages
      27
    • Publisher
      Springer-Verlag GmbH
    • ISBN
      9783319553443
    • Related Report
      2017 Annual Research Report
  • [Book] スマート農業バイブル~『見える化』で切り拓く経営&育成改革「廉価なワンボードマイコンを利用した圃場環境と植物生育状態の計測と可視化」2016

    • Author(s)
      岡安崇史,アンドリ プリマ ヌグロホ,有田大作
    • Total Pages
      142
    • Publisher
      映像情報
    • Related Report
      2016 Research-status Report

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Published: 2015-04-16   Modified: 2019-03-29  

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