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Advanced Sensing Technology for Supporting Next-generation Agriculture

Research Project

Project/Area Number 15H01695
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Perceptual information processing
Research InstitutionKyushu University

Principal Investigator

Taniguchi Rin-ichiro  九州大学, システム情報科学研究院, 教授 (20136550)

Co-Investigator(Kenkyū-buntansha) 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, 研究員 (10598098)
林 健司  九州大学, システム情報科学研究院, 教授 (50202263)
有田 大作  長崎県立大学, 情報システム学部, 教授 (70304756)
岡安 崇史  九州大学, 農学研究院, 准教授 (70346831)
光藤 雄一  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, 研究員 (70404803)
島田 敬士  九州大学, システム情報科学研究院, 准教授 (80452811)
内山 英昭  九州大学, システム情報科学研究院, 助教 (90735804)
長原 一  九州大学, システム情報科学研究院, 准教授 (80362648)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥43,940,000 (Direct Cost: ¥33,800,000、Indirect Cost: ¥10,140,000)
Fiscal Year 2017: ¥10,920,000 (Direct Cost: ¥8,400,000、Indirect Cost: ¥2,520,000)
Fiscal Year 2016: ¥14,040,000 (Direct Cost: ¥10,800,000、Indirect Cost: ¥3,240,000)
Fiscal Year 2015: ¥18,980,000 (Direct Cost: ¥14,600,000、Indirect Cost: ¥4,380,000)
Keywords農業へのICT応用 / 圃場センシング / ハイパースペクトルセンシング / 匂いセンシング / 農作業認識 / 植物生体計測 / 農業IT / 植物生育状況計測 / 知覚情報処理 / 農業応用 / スマートセンシング / 情報センシング / センサ融合・統合 / 農業支援
Outline of Final Research Achievements

In order to efficiently produce high-quality farm products, it is important to observe the three subjects - the growth situation of cultivated crops, the cultivation environment such as cultivated land, the operational situation of agricultural work - and to integrate those results appropriately. In addition to various sensing technologies that have been developed in the past, sensing technologies that can measure micro-meteorological environment, appearance of plant growing process, agricultural work history, etc. in agricultural crop cultivation site in time and space. It is also important to integrate sensed information and to develop visualization technology for information which is necessary for agricultural production. In this research, we mainly carried out research on plant growth observation, odor-based field environment measurement, farm worker measurement, sensor information fusion and human interface.

Report

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

    (39 results)

All 2018 2017 2016 2015

All Journal Article (2 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 1 results) Presentation (36 results) (of which Int'l Joint Research: 11 results,  Invited: 6 results) Book (1 results)

  • [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: 72 Pages: 260-263

    • NAID

      130007801673

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Development of molecular imprinted sol-gel based LSPR sensor for detection of volatile cis-jasmone in plant2018

    • Author(s)
      Liang Shang, Chuanjun Liu, Bin Chen, Kenshi Hayashi
    • Journal Title

      Sensors & Actuators B

      Volume: 260 Pages: 617-626

    • DOI

      10.1016/j.snb.2017.12.123

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / 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] Hyperspectral imaging for measuring vegetation indices2018

    • Author(s)
      Makoto Ohsaki, Hajime Nagahara and Rin-Ichiro Taniguchi
    • Organizer
      The International Workshop on Frontiers of Computer Vision
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] FCNを用いた葉領域分割2017

    • Author(s)
      櫻井俊輔,内山英昭,谷口倫一郎
    • Organizer
      電子情報通信学会パターン認識・メディア理解研究会
    • Place of Presentation
      名古屋
    • Year and Date
      2017-03-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] Community-based approaches by ICT-using farmers towards 2050s2017

    • Author(s)
      Takashi OKAYASU
    • Organizer
      AASSA - SCJ Workshop on "Role of Science for Inclusive Society"
    • Place of Presentation
      東京
    • Year and Date
      2017-03-01
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] 分子認識蛍光マイクロビーズによる光学的な植物BVOC情報の測定2017

    • Author(s)
      王 皓宇, 商 亮, 吉岡 大貴, 佐々 文洋, 林 健司
    • Organizer
      電子情報通信学会MEとバイオサイバネティックス研究会
    • Place of Presentation
      福岡
    • Year and Date
      2017-01-27
    • Related Report
      2016 Annual Research Report
  • [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
  • [Presentation] サイバーフィジカルシステムに基づく社会サービスの構築について2017

    • Author(s)
      谷口 倫一郎
    • Organizer
      日本工学アカデミー九州支部講演会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Hyperspectral imaging using flickerless active LED illumination2017

    • Author(s)
      Makoto Ohsaki, Hajime Nagahara, Tetsuo Ikeda, Rin-ichiro Taniguchi
    • Organizer
      The 13 th International Conference on Quality Control by Artificial Vision
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Localized surface plasmon resonance modified with moleculary imprinted sol-gel sensor for cis-jasmone vapor detection2017

    • Author(s)
      Liang Shang, Chuanjun Liu, Kenshi Hayashi
    • Organizer
      IEEE Sensors 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] LSPR sensor modified by molecularly imprinted sol-gel for selective organic acid vapor detection2016

    • Author(s)
      商 亮, 劉 傳軍, 林 健司
    • Organizer
      平成28年度応用物理学会九州支部学術講演会
    • Place of Presentation
      対馬市
    • Year and Date
      2016-12-03
    • Related Report
      2016 Annual Research Report
  • [Presentation] 植物 BVOC 検知のための蛍光性 MIP マイクロビーズの開発2016

    • Author(s)
      王 皓宇, 吉岡 大貴, 佐々 文洋, 林 健司
    • Organizer
      第33回「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
    • Year and Date
      2016-10-23
    • Related Report
      2016 Annual Research Report
  • [Presentation] 植物BVOCの可視化のためのMIPマイクロビーズの開発2016

    • Author(s)
      王 皓宇, 吉岡 大貴, 佐々 文洋, 林 健司
    • Organizer
      平成28年度(第69回)電気・情報関係学会九州支部連合大会
    • Place of Presentation
      宮崎市
    • Year and Date
      2016-09-29
    • Related Report
      2016 Annual Research Report
  • [Presentation] Quantification of 2D Lateral Leaf Motion on Mature Plants Foliage using Optical Flow to Study the Circadian Rhythms2016

    • Author(s)
      Andri Prima Nugroho, Takashi Okayasu, Rin-ichiro Taniguchi, Eiji Inoue, Yasumaru Hirai, Muneshi Mitsuoka and Lilik Sutiarso
    • Organizer
      2nd International Symposium on Agricultural and Biosystem Engineering
    • Place of Presentation
      Lombok, Indonesia
    • Year and Date
      2016-08-09
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] スマートデバイスを用いた農作業情報の自動計測2016

    • Author(s)
      橋本 幹基, 有田 大作, 島田 敬士, 岡安 崇史, 内山 英昭, 谷口 倫一郎
    • Organizer
      第19回画像の認識・理解シンポジウム
    • Place of Presentation
      浜松
    • Year and Date
      2016-08-01
    • Related Report
      2016 Annual Research Report
  • [Presentation] Measurement and Visualization of Farm Work Information2016

    • Author(s)
      Yoshiki Hashimoto, Daisaku Arita, Atsushi Shimada, Takashi Yoshinaga, Takashi Okayasu, Hideaki Uchiyama, Rin-ichiro Taniguchi
    • Organizer
      International Conference on Agriculture Engineering
    • Place of Presentation
      Aarhus, Denmark
    • Year and Date
      2016-06-26
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [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
    • Year and Date
      2016-05-27
    • Related Report
      2016 Annual Research Report
  • [Presentation] Farmer position estimation in a tomato plant green house with smart devices2016

    • Author(s)
      Yoshiki Hashimoto, Daisaku Arita, Atsushi Shimada, Takashi Okayasu, Hideaki Uchiyama, Rin-ichiro Taniguchi
    • Organizer
      International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering
    • Place of Presentation
      新潟
    • Year and Date
      2016-05-23
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 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.
    • Organizer
      International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering
    • Place of Presentation
      新潟
    • Year and Date
      2016-05-23
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] Trials on ICT application for typical small and medium scale farmers in Japan agriculture2016

    • Author(s)
      Takashi OKAYASU
    • Organizer
      Asian Workshop on Smart Sensor Systems
    • Place of Presentation
      Beijing, China
    • Year and Date
      2016-03-27
    • Related Report
      2015 Annual Research Report
  • [Presentation] スマートデバイスを用いた農作業者の位置推定2016

    • Author(s)
      橋本幹基, 有田大作, 島田敬士, 内山英昭, 谷口倫一郎
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      福岡
    • Year and Date
      2016-03-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] スマートデバイスを用いた農作業者の動作認識2016

    • Author(s)
      橋本幹基, 有田大作, 島田敬士, 内山英昭, 谷口倫一郎
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      福岡市
    • Year and Date
      2016-03-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] 光学的センシングによる植物匂い物質の可視化2016

    • Author(s)
      王 晧宇, 山下 誠一, 吉岡 大貴, 劉 傳軍, 林 健司
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      福岡市
    • Year and Date
      2016-03-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] Visualization of Plant Odor with Molecular Imprinted Polymer using Fluorescent Nano Beads2015

    • Author(s)
      Haoyu Wang, Seiichi Yamashita, Hirotaka Yoshioka, Chuanjun Liu, Kenshi Hayashi
    • Organizer
      International Conference on Bioelectronics, Biosensors, BioMedical Devices, BioMEMS/NEMS and Applications 2015
    • Place of Presentation
      福岡市
    • Year and Date
      2015-12-09
    • Related Report
      2015 Annual Research Report
  • [Presentation] 分子鋳型ポリマー蛍光ナノビーズを用いた植物匂いの可視化2015

    • Author(s)
      王 皓宇, 山下 誠一, 吉岡 大貴, 劉 傳軍, 林 健司
    • Organizer
      第32回「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
      新潟市
    • Year and Date
      2015-10-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] ビーコンを用いた農作業者の位置推定2015

    • Author(s)
      橋本幹基, 有田大作, 島田敬士, 内山英昭, 谷口倫一郎
    • Organizer
      電気・情報関係学会九州支部連合大会
    • Place of Presentation
      福岡市
    • Year and Date
      2015-09-26
    • Related Report
      2015 Annual Research Report
  • [Presentation] 蛍光性ポリマービーズを用いたトマトに含まれる匂い物質の可視化2015

    • Author(s)
      王 皓宇, 山下 誠一, 吉岡 大貴, 劉 傳軍, 林 健司
    • Organizer
      電気・情報関係学会九州支部連合大会
    • Place of Presentation
      福岡市
    • Year and Date
      2015-09-26
    • Related Report
      2015 Annual Research Report
  • [Presentation] Agricultural informatics in Japan (For typical small and medium scale farmers)2015

    • Author(s)
      Takashi OKAYASU
    • Organizer
      11th international workshop on nondestructive quality evaluation of agricultural, livestock and fishery products
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Book] "Sensing and Visualization in Agriculture with Affordable Smart Devices" 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

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

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