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plant modeling for cultivation information fusion

Research Project

Project/Area Number 17H01768
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Perceptual information processing
Research InstitutionUniversity of Nagasaki

Principal Investigator

Arita Daisaku  長崎県立大学, 情報システム学部, 教授 (70304756)

Co-Investigator(Kenkyū-buntansha) 岡安 崇史  九州大学, 農学研究院, 准教授 (70346831)
吉永 崇  公益財団法人九州先端科学技術研究所, オープンイノベーション・ラボ, イノベーション・アーキテクト (10598098)
内山 英昭  九州大学, 附属図書館, 准教授 (90735804)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥17,550,000 (Direct Cost: ¥13,500,000、Indirect Cost: ¥4,050,000)
Fiscal Year 2019: ¥6,890,000 (Direct Cost: ¥5,300,000、Indirect Cost: ¥1,590,000)
Fiscal Year 2018: ¥6,500,000 (Direct Cost: ¥5,000,000、Indirect Cost: ¥1,500,000)
Fiscal Year 2017: ¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Keywords農業情報計測 / センサ融合 / 農業情報学 / ユーザインタフェース
Outline of Final Research Achievements

This research developed a integrated sensing system which is attached on a strawberry-harvesting handcart for measuring field environmental data and harvested strawberry weight with time and position of the handcart. By integrating the information, various information useful for farmers can be generated, for example, 2-D maps of field environmental data and the amount of strawberry yields in a field. These maps shows the relations between field environmental condition and the amount of yields.

Academic Significance and Societal Importance of the Research Achievements

本研究の成果として開発された台車搭載型計測システムを農家や農業関係者に公開したところ、これまでにない情報を計測・可視化できるものとして、早急な商品化の要望など、好意的な意見が得られた。

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (23 results)

All 2020 2019 2018 2017

All Journal Article (2 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 2 results,  Open Access: 2 results) Presentation (20 results) (of which Int'l Joint Research: 12 results,  Invited: 1 results) Book (1 results)

  • [Journal Article] Incremental 3D Cuboid Modeling with Drift Compensation2019

    • Author(s)
      Mishima Masashi、Uchiyama Hideaki、Thomas Diego、Taniguchi Rin-ichiro、Roberto Rafael、Lima Joao Paulo、Teichrieb Veronica
    • Journal Title

      Sensors

      Volume: 19 Issue: 1 Pages: 178-178

    • DOI

      10.3390/s19010178

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Yield Visualization Based on Farm Work Information Measured by Smart Devices2018

    • Author(s)
      Hashimoto Yoshiki、Arita Daisaku、Shimada Atsushi、Yoshinaga Takashi、Okayasu Takashi、Uchiyama Hideaki、Taniguchi Rin-Ichiro
    • Journal Title

      Sensors

      Volume: 18 Issue: 11 Pages: 3906-3906

    • DOI

      10.3390/s18113906

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] 3D Plant Growth Prediction via Image-to-Image Translation2020

    • Author(s)
      Tomohiro Hamamoto, Hideaki Uchiyama, Atsushi Shimada, Rin-ichiro Taniguchi
    • Organizer
      International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 画像情報を用いた植物生育特徴量の計測と利用2020

    • Author(s)
      岡安崇史,伊藤次郎,野村浩一,安武大輔,政井隆之,田中泰洋,岩尾忠重,尾崎行生,有田大作
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] SALATA: A Web Application for Visualizing Sensor Information in Farm Fields2020

    • Author(s)
      Nao Akayama, Daisaku Arita, Atsushi Shimada, Rin-ichiro Taniguchi
    • Organizer
      International Conference on Sensor Networks
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Fabとオープンソースを活用した植物フェノタイピングシステムの開発2019

    • Author(s)
      岡安崇史, 有田大作, 安武大輔, 黒崎秀仁, 井上英二, 平井康丸, 光岡宗司
    • Organizer
      農業食料工学会九州支例会部
    • Related Report
      2019 Annual Research Report
  • [Presentation] 農作業者計測による圃場情報の可視化2019

    • Author(s)
      有田大作, 橋本幹基, 島田敬士, 内山英昭, 谷口倫一郎
    • Organizer
      システム制御情報学会研究発表講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Plant Growth Prediction using Convolutional LSTM2019

    • Author(s)
      Shunsuke Sakurai, Hideaki Uchiyama, Atshushi Shimada, Rin-Ichiro Taniguchi
    • Organizer
      the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] RGB-D SLAM based Incremental Cuboid Modeling2018

    • Author(s)
      Masashi Mishima, Hideaki Uchiyama, Diego Thomas, Rin-ichiro Taniguchi, Rafael Roberto, Jo ao Paulo Lima, Veronica Teichrieb
    • Organizer
      The European Conference on Computer Vision (ECCV) Workshops
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visualization of Farm Field Information Based on Farm Worker Activity Sensing2018

    • Author(s)
      Daisaku Arita, Yoshiki Hashimoto, Atsushi Shimada, Hideaki Uchiyama, Rin-ichiro Taniguchi
    • Organizer
      HCI International
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visualization of spatial distribution of tomato yields based on action recognition2018

    • Author(s)
      Yoshiki Hashimoto, Daisaku Arita, Atsushi Shimada, Hideaki Uchiyama, Rin-ichiro Taniguchi
    • Organizer
      The International Workshop on Frontiers of Computer Vision (IW-FCV2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 農作業者の腕動作認識によるトマト収穫量の空間分布の可視化2018

    • Author(s)
      橋本 幹基, 有田 大作, 島田 敬士, 内山 英昭, 谷口 倫一郎
    • Organizer
      信学技報パターン認識・メディア理解 (PRMU2017-134)
    • Related Report
      2017 Annual Research Report
  • [Presentation] Two-step Transfer Learning for Semantic Plant Segmentation2018

    • Author(s)
      Shunsuke Sakurai, Hideaki Uchiyama, Atsushi Shimada, Daisaku Arita, Rin-ichiro Taniguchi
    • Organizer
      7th International Conference on Pattern Recognition Applications and Methods (ICPRAM2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Live Structural Modeling Using RGB-D SLAM2018

    • Author(s)
      Nicolas Olivier, Hideaki Uchiyama, Masashi Mishima, Diego Thomas, Rin-ichiro Taniguchi, Rafael Roberto, Joao Paulo Silva do Monte Lima and Veronica Teichrieb
    • Organizer
      International Conference on Robotics and Automation (ICRA)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [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] Sensing technologies for advanced smart agricultural systems2017

    • Author(s)
      Hideaki Uchiyama, Shunsuke Sakurai, Yoshiki Hashimoto, Atsutoshi Hanasaki, Daisaku Arita, Takashi Okayasu, Atsushi Shimada, Rin-ichiro Taniguch
    • Organizer
      International Conference on Sensing Technology (ICST)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Human sensing for smart agriculture2017

    • Author(s)
      Daisaku Arita
    • Organizer
      International Symposium on Frontier of Science, Technology and Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] An Easy-To-Setup 3D Phenotyping Platform for KOMATSUNA Dataset2017

    • Author(s)
      Hideaki Uchiyama, Shunsuke Sakurai, Masashi Mishima, Daisaku Arita, Takashi Okayasu, Atsushi Shimada, Rin-ichiro Taniguchi
    • Organizer
      The IEEE International Conference on Computer Vision (ICCV) Workshops
    • 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
  • [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, Andri Prima Nugroho, Daisaku Arita, Takashi Yoshinaga, Yoshiki Hashimoto, Rin-ichiro Taniguchi
    • Total Pages
      27
    • Publisher
      Springer-Verlag GmbH
    • ISBN
      9783319553443
    • Related Report
      2017 Annual Research Report

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Published: 2017-04-28   Modified: 2021-02-19  

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