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Study on enhanced automeation and informatics of harvesting system by robot combine

Research Project

Project/Area Number 22380141
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Agricultural information engineering
Research InstitutionKyoto University

Principal Investigator

IIDA MICHIHISA  京都大学, (連合)農学研究科(研究院), 教授 (50232129)

Co-Investigator(Kenkyū-buntansha) INAMURA Tatsuya  京都大学, 大学院・農学研究科, 教授 (00263129)
SUGURI Masahiko  京都大学, 大学院・農学研究科, 助教 (10226483)
OHDOI Katsuaki  京都大学, 大学院・農学研究科, 助教 (90372557)
MASUDA Ryohei  京都大学, 大学院・農学研究科, 助教 (50322152)
Project Period (FY) 2010-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥18,460,000 (Direct Cost: ¥14,200,000、Indirect Cost: ¥4,260,000)
Fiscal Year 2013: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2012: ¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2011: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2010: ¥6,630,000 (Direct Cost: ¥5,100,000、Indirect Cost: ¥1,530,000)
Keywords農業ロボット / コンバイン / ロボット収穫 / テレマティクス / 精密農業 / 自脱コンバイン / 収穫作業 / テレマティックス / 作業計画 / インフォマティックス
Research Abstract

A head-feeding combine robot that autonomously can travel by GNSS was developed in this study. This combine robot can harvest rice crop at speed of 0.6m/s, and it can turn left at 90 degrees or 180 degrees to change its direction at headlands. When a grain tank of the robot is full of grains, the robot travels nearby the transporter autonomously, and it can unload grains from tank to transporter automatically. After that, it starts to harvest the nearest rice crop again. Additionally, the robot can send information about position and machine status of the robot to a data server by mobile phone. Furthermore, a Web application to remotely monitor the position and machine status of the robot was developed.

Report

(5 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (120 results)

All 2014 2013 2012 2011 2010 Other

All Journal Article (36 results) (of which Peer Reviewed: 13 results) Presentation (75 results) (of which Invited: 1 results) Remarks (3 results) Patent(Industrial Property Rights) (6 results)

  • [Journal Article] FS-DIVA: A Data and Images Viewer Web Application for a Field Server2014

    • Author(s)
      石橋茉耶, 村主勝彦, 飯田訓久, 増田良平
    • Journal Title

      Agricultural Information Research

      Volume: 23 Issue: 1 Pages: 1-11

    • DOI

      10.3173/air.23.1

    • NAID

      130003393513

    • ISSN
      0916-9482, 1881-5219
    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Vision-based Uncut Crop Edge Detection for Automated Guidance of Head-Feeding Combine2014

    • Author(s)
      Cho, W. J., Iida, M., Suguri, M., Masuda, R., Kurita, H.
    • Journal Title

      Engineering in Agriculture, Environment and Food

    • NAID

      120005466698

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Using Multiple Sensors to Detect Uncut Crop Edges for Autonomous Guidance Systems of Head-Feeding Combine Harvesters2014

    • Author(s)
      Cho, W. J., Iida, M., Suguri, M., Masuda, R., Kurita, H.
    • Journal Title

      Engineering in Agriculture, Environment and Food

    • NAID

      120005466697

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Efficient Searching for Grain Storage Container by Combine Robot2014

    • Author(s)
      Kurita, H., Iida, M., Suguri, M., Masuda, R., Cho, W. J.
    • Journal Title

      Engineering in Agriculture, Environment and Food

    • NAID

      120005466696

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Webアプリケーションによるコンバインロボットの遠隔モニタリング2014

    • Author(s)
      石橋 茉耶, 村主 勝彦, 飯田 訓久, 増田 良平
    • Journal Title

      農業情報研究

      Volume: 23(1) Pages: 12-20

    • NAID

      130003393514

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Vision-based Uncut Crop Edge Detection for Automated Guidance of Head-Feeding Combine2014

    • Author(s)
      Cho, W. J., Iida, M., Suguri, M., Masuda, R. and Kurita, H.
    • Journal Title

      Engineering in Agriculture, Environment and Food

      Volume: 7

    • NAID

      120005466698

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Using Multiple Sensors to Detect Uncut Crop Edges for Autonomous Guidance Systems of Head-Feeding Combine Harvesters2014

    • Author(s)
      Cho, W. J., Iida, M., Suguri, M., Masuda, R. and Kurita, H.
    • Journal Title

      Engineering in Agriculture, Environment and Food

      Volume: 7

    • NAID

      120005466697

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Efficient Searching for Grain Storage Container by Combine Robot2014

    • Author(s)
      Kurita, H., Iida, M., Suguri, M., Masuda, R. and Cho, W. J.
    • Journal Title

      Engineering in Agriculture, Environment and Food

      Volume: 7

    • NAID

      120005466696

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 自脱コンバイン・ロボットの経路追従制御2013

    • Author(s)
      内田諒, 飯田訓久, 祝華平, 栗田寛樹, 村主勝彦, 増田良平
    • Journal Title

      計測自動制御学会論文集

      Volume: 49(1) Pages: 119-124

    • NAID

      10031140832

    • Related Report
      2013 Final Research Report 2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Path-Following Control of a Head-Feeding Combine Robot2013

    • Author(s)
      Iida, M., Uchida, R., Zhu, H., Suguri, M., Kurita, H., and Masuda, R.
    • Journal Title

      Engineering in Agriculture, Environment and Food

      Volume: 6 Issue: 2 Pages: 61-67

    • DOI

      10.11165/eaef.6.61

    • NAID

      130003368110

    • ISSN
      1881-8366
    • Related Report
      2013 Annual Research Report 2013 Final Research Report 2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ロボットコンバインのための方位センサの性能比較2013

    • Author(s)
      望月裕貴,飯田訓久,村主勝彦,増田良平
    • Journal Title

      農業機械学会関西支部報

      Volume: 114 Pages: 44-44

    • Related Report
      2013 Annual Research Report
  • [Journal Article] ロボットコンバインによる収穫作業2013

    • Author(s)
      飯田訓久,望月裕貴,山本亮介,趙元在,栗田寛樹,村主勝彦,増田良平
    • Journal Title

      第57回システム制御情報学会研究発表講演会(CD-R)

      Volume: none Pages: 131-3

    • NAID

      40020162243

    • Related Report
      2013 Annual Research Report
  • [Journal Article] Turning Performance of Combine Robot by Various Compasses2013

    • Author(s)
      Iida, M., Kurita, H., Cho, W. J., Mochizuki, Y., Yamamoto, R., Suguri, M., Masuda, R.
    • Journal Title

      The 4th IFAC Conference on Modelling and Control in Agriculture, Horticulture and Post Harvest Industry (AGRICONTROL 2013, CD-R)

      Volume: none

    • Related Report
      2013 Annual Research Report
  • [Journal Article] Remote Monitoring of Agricultural Robot Using Web Application2013

    • Author(s)
      Ishibashi, M., Iida, M., Suguri, M., Masuda, R.
    • Journal Title

      The 4th IFAC Conference on Modelling and Control in Agriculture, Horticulture and Post Harvest Industry (AGRICONTROL 2013, CD-R)

      Volume: none

    • Related Report
      2013 Annual Research Report
  • [Journal Article] A Method to Detect the Occurrence of Rice Plant Lodging Using Wavelet Transform2013

    • Author(s)
      Masuda, R., Fujimoto, S., Iida, M., Suguri, M.
    • Journal Title

      The 4th IFAC Conference on Modelling and Control in Agriculture, Horticulture and Post Harvest Industry (AGRICONTROL 2013, CD-R)

      Volume: none

    • Related Report
      2013 Annual Research Report
  • [Journal Article] Potential of Hyperspectral Imaging for Constructing a Year-Invariant Model to Estimate the Nitrogen Content of Rice Plants at the Panicle Initiation Stage2013

    • Author(s)
      Onoyama, H., Ryu, C., S., Suguri, M., Iida, M.
    • Journal Title

      The 4th IFAC Conference on Modelling and Control in Agriculture, Horticulture and Post Harvest Industry (AGRICONTROL 2013, CD-R)

      Volume: none

    • Related Report
      2013 Annual Research Report
  • [Journal Article] ロボットコンバインによる収穫システム2013

    • Author(s)
      飯田訓久,栗田寛樹,趙元在,村主勝彦,増田良平,石橋茉耶,山本亮介,望月裕貴
    • Journal Title

      第72回農業食料工学会年次大会講演要旨

      Volume: none Pages: 34-34

    • Related Report
      2013 Annual Research Report
  • [Journal Article] 走行路面に対するコンバイン・ロボットの旋回特性2013

    • Author(s)
      (27) 山本亮介,飯田訓久,栗田寛樹,趙元在,村主勝彦,増田良平,望月裕貴
    • Journal Title

      第72回農業食料工学会年次大会講演要旨

      Volume: none Pages: 35-35

    • Related Report
      2013 Annual Research Report
  • [Journal Article] 自脱コンバインロボット2013

    • Author(s)
      飯田訓久
    • Journal Title

      ニューカントリー

      Volume: 715 Pages: 44-45

    • Related Report
      2013 Annual Research Report
  • [Journal Article] Application of Image Processing Technology for Unloading Automation of Robotic Head-Feeding Combine Harvester2012

    • Author(s)
      Kurita, H., Iida, M., Suguri, M., and Masuda, R.
    • Journal Title

      Engineering in Agriculture, Environment and Food

      Volume: 5 Issue: 4 Pages: 146-151

    • DOI

      10.11165/eaef.5.146

    • NAID

      130002076374

    • ISSN
      1881-8366
    • Related Report
      2013 Final Research Report 2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 水田転換畑における不耕起ダイズの生育に及ぼす降水の影響2012

    • Author(s)
      村田資治, 井上博茂, 稲村達也
    • Journal Title

      日本作物学会紀事

      Volume: 81(4) Pages: 397-403

    • NAID

      130004461948

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] ロボットコンバインの旋回制御2012

    • Author(s)
      飯田訓久, 内田諒, 村主勝彦, 祝華平, 増田良平
    • Journal Title

      農業機械学会関西支部報

      Volume: 111 Pages: 29-32

    • Related Report
      2011 Annual Research Report
  • [Journal Article] RTK-GPSとGPSコンパスによるコンバインの自動操舵2012

    • Author(s)
      飯田訓久, 祝華平, 村主勝彦, 祝華平, 内田諒, 増田良平
    • Journal Title

      農業機械学会関西支部報

      Volume: 111 Pages: 33-36

    • Related Report
      2011 Annual Research Report
  • [Journal Article] ロボットコンバインの穀粒排出作業自動化のための画像処理技術の応用2011

    • Author(s)
      栗田寛樹, 飯田訓久, 村主勝彦, 川邊達也
    • Journal Title

      日本機械学会第12回「運動と振動の制御」シンポジウム講演論文集

      Pages: 394-395

    • Related Report
      2011 Annual Research Report
  • [Journal Article] ロボットコンバインのための穀粒排出作業経路計画2011

    • Author(s)
      増田良平, 徳永直也, 飯田訓久, 村主勝彦
    • Journal Title

      農業機械学会関西支部報

      Volume: 110 Pages: 1-1

    • Related Report
      2011 Annual Research Report
  • [Journal Article] コンバインの穀粒排出自動化のための画像処理技術の開発2011

    • Author(s)
      川邊達也, 飯田訓久, 栗田寛樹, 村主勝彦
    • Journal Title

      農業機械学会関西支部報

      Volume: 110 Pages: 2-2

    • Related Report
      2011 Annual Research Report
  • [Journal Article] ロボットコンバインの速度制御2011

    • Author(s)
      飯田訓久, 内田諒, 村主勝彦, 祝華平, 増田良平
    • Journal Title

      農業機械学会関西支部報

      Volume: 110 Pages: 30-30

    • Related Report
      2011 Annual Research Report
  • [Journal Article] RTK-GPSとGPSコンパスによるコンバインの自動操舵2011

    • Author(s)
      飯田訓久, 祝華平, 村主勝彦, 祝華平, 内田諒, 増田良平
    • Journal Title

      農業機械学会関西支部報

      Volume: 110 Pages: 31-31

    • Related Report
      2011 Annual Research Report
  • [Journal Article] ロボットコンバインの穀粒排出作業自動化のための画像処理技術の応用-SURF及びARToolKitを用いた排出オーガの位置決め制御-2011

    • Author(s)
      栗田寛樹, 飯田訓久, 川邊達也, 村主勝彦, 増田良平
    • Journal Title

      第70回農業機械学会年次大会講演要旨

      Pages: 90-91

    • Related Report
      2011 Annual Research Report
  • [Journal Article] ロボットコンバインのための画像処理による稲の倒伏状態の検出2011

    • Author(s)
      野村和生, 増田良平
    • Journal Title

      第70回農業機械学会年次大会講演要旨

      Pages: 242-243

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Machine vision for auto-steering system of combine harvester2011

    • Author(s)
      Ikemura, Y., Iida, M., Suguri, M., Masuda, R.
    • Journal Title

      Proceedings of the 4th Asian Conference on Precision Agriculture

      Volume: (CD-ROM)

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Development of robot combine harvester equipped with GPS and compass2011

    • Author(s)
      Iida, M., Uchida, R., Zhu, H., Suguri, M., Masuda, R.
    • Journal Title

      Proceedings of the 4th Asian Conference on Precision Agriculture

      Volume: (CD-ROM)

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Path planning for unloading task of autonomous head-feeding combine2011

    • Author(s)
      Masuda, R., Tokunaga, N., Iida, M., Suguri, M.
    • Journal Title

      ceedings, of the XXXIV CIOSTA CIGR V Conference 2011

      Volume: (CD-ROM)

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Development of robotic head-feeding combine2011

    • Author(s)
      Iida, M,. Uchida, R., Zhu, H., Kurita, H., Suguri, M., Masuda, R.
    • Journal Title

      Procedings of CIGR International Symposium on "Sustainable Bioproduction-Water, Energy, and

      Volume: (CD-ROM)

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Application of image processing technology for unloading automation of robot combine harvester2011

    • Author(s)
      Kurita, H., Iida, M., Suguri, M., Uchida, R., Zhu, H., Masuda, R.
    • Journal Title

      SI International 2011 (SII2011)

      Volume: (DVD-R)

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 自脱コンバイン・ロボットの経路追従制御2011

    • Author(s)
      飯田訓久, 内田諒, 村主勝彦, 祝華平, 増田良平
    • Journal Title

      第12回計測自動制御学会システムインテグレーション部門講演会(SI2011)

      Volume: (DVD-R)

    • NAID

      10031140832

    • Related Report
      2011 Annual Research Report
  • [Presentation] イネのマルチスペクトル解析における撮影角度の影響2014

    • Author(s)
      村主勝彦, 伊藤啓悟, 増田良平, 飯田訓久
    • Organizer
      農業食料工学会関西支部第131回例会
    • Place of Presentation
      大阪府立大学,堺市
    • Year and Date
      2014-03-04
    • Related Report
      2013 Final Research Report
  • [Presentation] コンバインロボットの作業情報分析2014

    • Author(s)
      飯田訓久, 原田朋弥, 栗田寛樹, 村主勝彦, 増田良平
    • Organizer
      農業食料工学会関西支部第131回例会
    • Place of Presentation
      大阪府立大学,堺市
    • Year and Date
      2014-03-04
    • Related Report
      2013 Final Research Report
  • [Presentation] 光学センサを用いた穀粒堆積分布の三次元計測2014

    • Author(s)
      栗田寛樹, 趙元在, 山口敬太, 飯田訓久, 村主勝彦, 増田良平
    • Organizer
      農業食料工学会関西支部第131回例会
    • Place of Presentation
      大阪府立大学,堺市
    • Year and Date
      2014-03-04
    • Related Report
      2013 Final Research Report
  • [Presentation] イネのマルチスペクトル解析における撮影角度の影響2014

    • Author(s)
      村主勝彦,伊藤啓悟,増田良平,飯田訓久
    • Organizer
      農業食料工学会関西支部第131回例会
    • Place of Presentation
      大阪府立大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] コンバインロボットの作業情報分析2014

    • Author(s)
      飯田訓久,原田朋弥,栗田寛樹,村主勝彦,増田良平
    • Organizer
      農業食料工学会関西支部第131回例会
    • Place of Presentation
      大阪府立大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 光学センサを用いた穀粒堆積分布の三次元計測2014

    • Author(s)
      栗田寛樹,趙元在,山口敬太,飯田訓久,村主勝彦,増田良平
    • Organizer
      農業食料工学会関西支部第131回例会
    • Place of Presentation
      大阪府立大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] ロボットコンバインのためのプラットホーム開発2013

    • Author(s)
      趙元在, 飯田訓久, 栗田寛樹, 村主勝彦, 増田良平
    • Organizer
      農業食料工学会関西支部第130回例会
    • Place of Presentation
      三重大学,津市
    • Year and Date
      2013-11-01
    • Related Report
      2013 Final Research Report
  • [Presentation] ロボットコンバインによる収穫システム2013

    • Author(s)
      飯田訓久, 栗田寛樹, 趙元在, 村主勝彦, 増田良平, 石橋茉耶, 山本亮介, 望月裕貴
    • Organizer
      農業食料工学会第72回年次大会
    • Place of Presentation
      帯広畜産大学,帯広市
    • Year and Date
      2013-09-11
    • Related Report
      2013 Final Research Report
  • [Presentation] 走行路面に対するコンバイン・ロボットの旋回特性2013

    • Author(s)
      山本亮介, 飯田訓久, 栗田寛樹, 趙元在, 村主勝彦, 増田良平, 望月裕貴
    • Organizer
      農業食料工学会第72回年次大会
    • Place of Presentation
      帯広畜産大学,帯広市
    • Year and Date
      2013-09-11
    • Related Report
      2013 Final Research Report
  • [Presentation] Turning Performance of Combine Robot by Various Compasses2013

    • Author(s)
      Iida, M., Kurita, H., Cho, W. J., Mochizuki, Y., Yamamoto, R., Suguri, M., Masuda, R.
    • Organizer
      The 4th IFAC Conference on Modelling and Control in Agriculture, Horticulture and Post Harvest Industry (AGRICONTROL 2013)
    • Place of Presentation
      Department of Automation and Systems Technology, Aalto University School of ELEC, Espoo, Finland
    • Year and Date
      2013-08-28
    • Related Report
      2013 Final Research Report
  • [Presentation] Remote Monitoring of Agricultural Robot Using Web Application2013

    • Author(s)
      Ishibashi, M., Iida, M., Suguri, M., Masuda, R.
    • Organizer
      The 4th IFAC Conference on Modelling and Control in Agriculture, Horticulture and Post Harvest Industry (AGRICONTROL 2013)
    • Place of Presentation
      Department of Automation and Systems Technology, Aalto University School of ELEC, Espoo, Finland
    • Year and Date
      2013-08-28
    • Related Report
      2013 Final Research Report
  • [Presentation] A Method to Detect the Occurrence of Rice Plant Lodging Using Wavelet Transform2013

    • Author(s)
      Masuda, R., Fujimoto, S., Iida, M., Suguri, M.
    • Organizer
      The 4th IFAC Conference on Modelling and Control in Agriculture, Horticulture and Post Harvest Industry (AGRICONTROL 2013)
    • Place of Presentation
      Department of Automation and Systems Technology, Aalto University School of ELEC, Espoo, Finland.
    • Year and Date
      2013-08-28
    • Related Report
      2013 Final Research Report
  • [Presentation] Potential of Hyperspectral Imaging for Constructing a Year-Invariant Model to Estimate the Nitrogen Content of Rice Plants at the Panicle Initiation Stage2013

    • Author(s)
      Onoyama, H., Ryu, C., S., Suguri, M., Iida, M.
    • Organizer
      The 4th IFAC Conference on Modelling and Control in Agriculture, Horticulture and Post Harvest Industry (AGRICONTROL 2013)
    • Place of Presentation
      Department of Automation and Systems Technology, Aalto University School of ELEC, Espoo, Finland
    • Year and Date
      2013-08-28
    • Related Report
      2013 Final Research Report
  • [Presentation] ロボットコンバインによる収穫作業2013

    • Author(s)
      飯田訓久, 望月裕貴 ,山本亮介, 趙元在, 栗田寛樹, 村主勝彦, 増田良平
    • Organizer
      第57回システム制御情報学会研究発表講演会
    • Place of Presentation
      兵庫県民会館,神戸市
    • Year and Date
      2013-05-15
    • Related Report
      2013 Final Research Report
  • [Presentation] Advanced harvesting system by using a combine robot2013

    • Author(s)
      Iida, M., Suguri, M., Uchida, R., Ishibashi, M., Kurita, H., Cho, W. J., Masuda, R., Ohdoi, K.
    • Organizer
      The 2013 IFAC Bio-Robotics Conference
    • Place of Presentation
      Hotel Agora Regency Sakai, Sakai, Japan
    • Year and Date
      2013-03-27
    • Related Report
      2013 Final Research Report
  • [Presentation] ロボットコンバインのための方位センサの性能比較2013

    • Author(s)
      望月裕貴, 飯田訓久, 村主勝彦, 増田良平
    • Organizer
      農業食料工学会関西支部第129回例会
    • Place of Presentation
      神戸大学,神戸市
    • Year and Date
      2013-03-05
    • Related Report
      2013 Final Research Report
  • [Presentation] 水田転換畑においてダイズ子実の成分・収量に作付体系は影響を及ぼすのか2013

    • Author(s)
      足立紘一, 村田資治, 増田太郎, 松宮健太郎, 稲村達也
    • Organizer
      日本作物学会 第235回講演会
    • Place of Presentation
      明治大学生田キャンパス,川崎市
    • Related Report
      2013 Final Research Report
  • [Presentation] ロボットコンバインによる収穫作業2013

    • Author(s)
      飯田訓久,望月裕貴,山本亮介,趙元在,栗田寛樹,村主勝彦,増田良平
    • Organizer
      第57回システム制御情報学会研究発表講演会
    • Place of Presentation
      兵庫県民会館
    • Related Report
      2013 Annual Research Report
  • [Presentation] Turning Performance of Combine Robot by Various Compasses2013

    • Author(s)
      Iida, M., Kurita, H., Cho, W. J., Mochizuki, Y., Yamamoto, R., Suguri, M., Masuda, R.
    • Organizer
      The 4th IFAC Conference on Modelling and Control in Agriculture, Horticulture and Post Harvest Industry (AGRICONTROL 2013)
    • Place of Presentation
      Aalto University, Espoo, Finland
    • Related Report
      2013 Annual Research Report
  • [Presentation] Remote Monitoring of Agricultural Robot Using Web Application2013

    • Author(s)
      Ishibashi, M., Iida, M., Suguri, M., Masuda, R.
    • Organizer
      The 4th IFAC Conference on Modelling and Control in Agriculture, Horticulture and Post Harvest Industry (AGRICONTROL 2013)
    • Place of Presentation
      Aalto University, Espoo, Finland
    • Related Report
      2013 Annual Research Report
  • [Presentation] A Method to Detect the Occurrence of Rice Plant Lodging Using Wavelet Transform2013

    • Author(s)
      Masuda, R., Fujimoto, S., Iida, M., Suguri, M.
    • Organizer
      The 4th IFAC Conference on Modelling and Control in Agriculture, Horticulture and Post Harvest Industry (AGRICONTROL 2013)
    • Place of Presentation
      Aalto University, Espoo, Finland
    • Related Report
      2013 Annual Research Report
  • [Presentation] Potential of Hyperspectral Imaging for Constructing a Year-Invariant Model to Estimate the Nitrogen Content of Rice Plants at the Panicle Initiation Stage2013

    • Author(s)
      Onoyama, H., Ryu, C., S., Suguri, M., Iida, M.
    • Organizer
      The 4th IFAC Conference on Modelling and Control in Agriculture, Horticulture and Post Harvest Industry (AGRICONTROL 2013)
    • Place of Presentation
      Aalto University, Espoo, Finland
    • Related Report
      2013 Annual Research Report
  • [Presentation] ロボットコンバインによる収穫システム2013

    • Author(s)
      飯田訓久,栗田寛樹,趙元在,村主勝彦,増田良平,石橋茉耶,山本亮介,望月裕貴
    • Organizer
      農業食料工学会第72回年次大会
    • Place of Presentation
      帯広畜産大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 走行路面に対するコンバイン・ロボットの旋回特性2013

    • Author(s)
      山本亮介,飯田訓久,栗田寛樹,趙元在,村主勝彦,増田良平,望月裕貴
    • Organizer
      農業食料工学会第72回年次大会
    • Place of Presentation
      帯広畜産大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] ロボットコンバインのためのプラットホーム開発2013

    • Author(s)
      趙元在,飯田訓久,栗田寛樹,村主勝彦,増田良平
    • Organizer
      農業食料工学会関西支部第130回例会
    • Place of Presentation
      三重大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] Advanced Harvesting System by using Robot Combine2012

    • Author(s)
      Iida, M., Suguri, M., Masuda, R., Ohdoi, K., Kurita, H., Cho, W. J., Uchida, R., Zhu, H., Ishibashi, M.
    • Organizer
      The 8th Workshop on Nondestructive Quality Evaluation of Agricultural, Livestock and Fishery Products
    • Place of Presentation
      Taiwan National University, Taipei, Taiwan
    • Year and Date
      2012-11-27
    • Related Report
      2013 Final Research Report
  • [Presentation] Development of Head-Feeding Combine Robot, The 6th International Symposium on Machinery and Mechatronics for Agricultural and Biosystems Engineering (ISMAB2012)2012

    • Author(s)
      Iida, M., Uchida, R., Zhu, H., Ohdoi, K., Suguri, M., Kurita, H., Masuda, R., Inamura, T.
    • Organizer
      Chonbuk National University
    • Place of Presentation
      Jeonju, Korea
    • Year and Date
      2012-07-19
    • Related Report
      2013 Final Research Report
  • [Presentation] Machine Vision for Auto-Steering System of Head-Feeding Combine, The 6th International Symposium on Machinery and Mechatronics for Agricultural and Biosystems Engineering (ISMAB2012)2012

    • Author(s)
      Cho, W. J., Iida, M., Ikemura, Y., Suguri, M., Masuda, R.
    • Organizer
      Chonbuk National University
    • Place of Presentation
      Jeonju, Korea
    • Year and Date
      2012-07-19
    • Related Report
      2013 Final Research Report
  • [Presentation] Development of the Automated Auger Positionng System for Unloading Work - Searching and Positioning -, The 6th International Symposium on Machinery and Mechatronics for Agricultural and Biosystems Engineering (ISMAB2012)2012

    • Author(s)
      Kurita, H., Iida, M., Suguri, M.
    • Organizer
      Chonbuk National University
    • Place of Presentation
      Jeonju, Korea
    • Year and Date
      2012-06-19
    • Related Report
      2013 Final Research Report
  • [Presentation] 自脱コンバイン・ロボットの経路追従制御2011

    • Author(s)
      飯田訓久, 内田諒, 村主勝彦, 祝華平, 増田良平
    • Organizer
      第12回計測自動制御学会システムインテグレーション部門講演会
    • Place of Presentation
      京都大学,京都市
    • Year and Date
      2011-12-25
    • Related Report
      2013 Final Research Report
  • [Presentation] Application of image processing technology for unloading automation of robot combine harvester2011

    • Author(s)
      Kurita, H., Iida, M., Suguri, M., Uchida, R., Zhu, H., Masuda, R.
    • Organizer
      SI International 2011
    • Place of Presentation
      Kyoto University, Kyoto, Japan
    • Year and Date
      2011-12-21
    • Related Report
      2013 Final Research Report
  • [Presentation] Application of image processing technology for unloading automation of robot combine harvester2011

    • Author(s)
      Kurita, H., Iida, M., Suguri, M., Uchida, R., Zhu, H., Masuda, R.
    • Organizer
      SI International 2011
    • Place of Presentation
      京都大学
    • Year and Date
      2011-12-21
    • Related Report
      2011 Annual Research Report
  • [Presentation] 自脱コンバイン・ロボットの経路追従制御2011

    • Author(s)
      飯田訓久, 内田諒, 村主勝彦, 祝華平, 増田良平
    • Organizer
      第12回計測自動制御学会システムインテグレーション部門講演会
    • Place of Presentation
      京都大学
    • Year and Date
      2011-12-21
    • Related Report
      2011 Annual Research Report
  • [Presentation] ロボットコンバインのための画像処理による稲の倒伏状態の検出2011

    • Author(s)
      野村和生, 増田良平
    • Organizer
      第70回農業機械学会年次大会
    • Place of Presentation
      弘前大学,弘前市
    • Year and Date
      2011-09-28
    • Related Report
      2013 Final Research Report
  • [Presentation] ロボットコンバインのための画像処理による稲の倒伏状態の検出2011

    • Author(s)
      野村和生, 増田良平
    • Organizer
      第70回農業機械学会年次大会
    • Place of Presentation
      弘前大学
    • Year and Date
      2011-09-28
    • Related Report
      2011 Annual Research Report
  • [Presentation] ロボットコンバインの穀粒排出作業自動化のための画像処理技術の応用-SURF及びARToolKit を用いか排出オーガの位置決め制御-2011

    • Author(s)
      栗田寛樹, 飯田訓久, 川邊達也, 村主勝彦, 増田良平
    • Organizer
      第70回農業機械学会年次大会
    • Place of Presentation
      弘前大学,弘前市
    • Year and Date
      2011-09-27
    • Related Report
      2013 Final Research Report
  • [Presentation] ロボットコンバインの穀粒排出作業自動化のための画像処理技術の応用-SURF及びARToolKitを用いか排出オーガの位置決め制御-2011

    • Author(s)
      栗田寛樹, 飯田訓久, 川邊達也, 村主勝彦, 増田良平
    • Organizer
      第70回農業機械学会年次大会
    • Place of Presentation
      弘前大学
    • Year and Date
      2011-09-27
    • Related Report
      2011 Annual Research Report
  • [Presentation] Development of robotic head-feeding combine" CIGR International Symposium on Sustainable Bioproduction-Water2011

    • Author(s)
      Iida, M., Uchida, R., Zhu, H., Kurita, H., Suguri, M., Masuda, R.
    • Organizer
      Energy, and Food
    • Place of Presentation
      Tower hall Funabori,Tokyo, Japan
    • Year and Date
      2011-09-20
    • Related Report
      2013 Final Research Report
  • [Presentation] Development of robotic head-feeding combine2011

    • Author(s)
      Iida, M., Uchida, R., Zhu, H., Kurita, H., Suguri, M., Masuda, R.
    • Organizer
      CIGR International Symposium on "Sustainable Bioproduction-Water, Energy, and Food
    • Place of Presentation
      タワーホール船堀
    • Year and Date
      2011-09-20
    • Related Report
      2011 Annual Research Report
  • [Presentation] ロボットコンバインの旋回制御2011

    • Author(s)
      飯田訓久, 内田諒, 村主勝彦, 祝華平, 増田良平
    • Organizer
      農業機械学会関西支部第126回例会
    • Place of Presentation
      ホテルハーベスト南紀田辺,田辺市
    • Year and Date
      2011-09-16
    • Related Report
      2013 Final Research Report
  • [Presentation] RTK-GPS とGPS コンパスによるコンバインの自動操舵2011

    • Author(s)
      飯田訓久, 祝華平, 村主勝彦, 祝華平, 内田諒, 増田良平
    • Organizer
      農業機械学会関西支部第126回例会
    • Place of Presentation
      ホテルハーベスト南紀田辺,田辺市
    • Year and Date
      2011-09-16
    • Related Report
      2013 Final Research Report
  • [Presentation] ロボットコンバインの旋回制御2011

    • Author(s)
      飯田訓久, 内田諒, 村主勝彦, 祝華平, 増田良平
    • Organizer
      農業機械学会関西支部第126回例会
    • Place of Presentation
      ホテルハーベスト南紀田辺
    • Year and Date
      2011-09-16
    • Related Report
      2011 Annual Research Report
  • [Presentation] RTK-GPSとGPSコンパスによるコンバインの自動操舵2011

    • Author(s)
      飯田訓久, 祝華平, 村主勝彦, 祝華平, 内田諒, 増田良平
    • Organizer
      農業機械学会関西支部第126回例会
    • Place of Presentation
      ホテルハーベスト南紀田辺
    • Year and Date
      2011-09-16
    • Related Report
      2011 Annual Research Report
  • [Presentation] Machine vision for auto-steering system of combine harvester2011

    • Author(s)
      Ikemura, Y., Iida, M., Suguri, M., Masuda, R.
    • Organizer
      The 4th Asian Conference on Precision Agriculture
    • Place of Presentation
      Tokachi Plaza, Obihiro, Japan
    • Year and Date
      2011-07-05
    • Related Report
      2013 Final Research Report
  • [Presentation] Development of robot combine harvester equipped with GPS and compass2011

    • Author(s)
      Iida, M., Uchida, R., Zhu, H., Suguri, M., Masuda, R.
    • Organizer
      The 4th Asian Conference on Precision Agriculture
    • Place of Presentation
      Tokachi Plaza, Obihiro, Japan.
    • Year and Date
      2011-07-05
    • Related Report
      2013 Final Research Report
  • [Presentation] Machine vision for auto-steering system of combine harvester2011

    • Author(s)
      Ikemura, Y., Iida, M., Suguri, M., Masuda, R.
    • Organizer
      The 4th Asian Conference on Precision Agriculture
    • Place of Presentation
      とかちプラザ
    • Year and Date
      2011-07-05
    • Related Report
      2011 Annual Research Report
  • [Presentation] Development of robot combine harvester equipped with GPS and compass2011

    • Author(s)
      Iida, M., Uchida, R., Zhu, H., Suguri, M., Masuda, R.
    • Organizer
      The 4th Asian Conference on Precision Agriculture
    • Place of Presentation
      とかちプラザ
    • Year and Date
      2011-07-05
    • Related Report
      2011 Annual Research Report
  • [Presentation] Path planning for unloading task of autonomous head-feeding combine2011

    • Author(s)
      Masuda, R., Tokunaga, N., Iida, M., Suguri, M.
    • Organizer
      The XXXIV CIOSTA CIGR V Conference 2011
    • Place of Presentation
      Vienna, Austria
    • Year and Date
      2011-07-01
    • Related Report
      2013 Final Research Report 2011 Annual Research Report
  • [Presentation] ロボットコンバインの穀粒排出作業自動化のための画像処理技術の応用2011

    • Author(s)
      栗田寛樹, 飯田訓久, 村主勝彦, 川邊達也
    • Organizer
      日本機械学会第12回「運動と振動の制御」シンポジウム
    • Place of Presentation
      メルパルク長野,長野市
    • Year and Date
      2011-06-29
    • Related Report
      2013 Final Research Report
  • [Presentation] ロボットコンバインの穀粒排出作業自動化のための画像処理技術の応用2011

    • Author(s)
      栗田寛樹, 飯田訓久, 村主勝彦, 川邊達也
    • Organizer
      日本機械学会第12回「運動と振動の制御」シンポジウム
    • Place of Presentation
      メルパルク長野
    • Year and Date
      2011-06-29
    • Related Report
      2011 Annual Research Report
  • [Presentation] ロボットコンバインのための穀粒排出作業経路計画2011

    • Author(s)
      増田良平, 徳永直也, 飯田訓久, 村主勝彦
    • Organizer
      農業機械学会関西支部第125回例会
    • Place of Presentation
      大阪府立大学,堺市
    • Year and Date
      2011-03-02
    • Related Report
      2013 Final Research Report
  • [Presentation] コンバインの穀粒排出自動化のための画像処理技術の開発2011

    • Author(s)
      川辺達也, 栗田寛樹, 村主勝彦, 飯田訓久
    • Organizer
      農業機械学会関西支部第125回例会
    • Place of Presentation
      大阪府立大学,堺市
    • Year and Date
      2011-03-02
    • Related Report
      2013 Final Research Report
  • [Presentation] コメの食味・収量の収穫時の水田の土壌特性との関係2011

    • Author(s)
      柳讚錫, 中出潤, 渡部慧 ,村主勝彦, 飯田訓久, 石川峻
    • Organizer
      農業機械学会関西支部第125回例会
    • Place of Presentation
      大阪府立大学,堺市
    • Year and Date
      2011-03-02
    • Related Report
      2013 Final Research Report
  • [Presentation] ロボットコンバインの速度制御2011

    • Author(s)
      飯田訓久, 内田諒, 村主勝彦, 祝華平, 増田良平
    • Organizer
      農業機械学会関西支部第125回例会
    • Place of Presentation
      大阪府立大学,堺市
    • Year and Date
      2011-03-02
    • Related Report
      2013 Final Research Report
  • [Presentation] RTK-GPS とGPS コンパスによるコンバインの自動動操舵2011

    • Author(s)
      飯田訓久, 祝華平, 村主勝彦, 内 諒, 増田良平
    • Organizer
      農業機械学会関西支部第125回例会
    • Place of Presentation
      大阪府立大学,堺市
    • Year and Date
      2011-03-02
    • Related Report
      2013 Final Research Report
  • [Presentation] ロボットコンバインのための穀粒排出作業経路計画2011

    • Author(s)
      増田良平, 徳永直也, 飯田訓久, 村主勝彦
    • Organizer
      農業機械学会関西支部第125回例会
    • Place of Presentation
      大阪府立大学
    • Year and Date
      2011-03-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] コンバインの穀粒排出自動化のための画像処理技術の開発2011

    • Author(s)
      川辺達也, 栗田寛樹, 村主勝彦, 飯田訓久
    • Organizer
      農業機械学会関西支部第125回例会
    • Place of Presentation
      大阪府立大学
    • Year and Date
      2011-03-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] ロボットコンバインの速度制御2011

    • Author(s)
      飯田訓久, 内田諒, 村主勝彦, 祝華平, 増田良平
    • Organizer
      農業機械学会関西支部第125回例会
    • Place of Presentation
      大阪府立大学
    • Year and Date
      2011-03-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] GPSとGPSコンパスによるコンバインの自動操舵2011

    • Author(s)
      飯田訓久, 祝華平, 村主勝彦, 内田諒, 増田良平
    • Organizer
      農業機械学会関西支部第125回例会
    • Place of Presentation
      大阪府立大学
    • Year and Date
      2011-03-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] Estimation of nitrogen contents in rice plant at the panicle initiation stage using ground-based hyperspectral remote sensing2010

    • Author(s)
      Hiroyuki ONOYAMA, Chanseok RYU, Masahiko SUGURI, Michihisa IIDA
    • Organizer
      The IFAC International Conference"Agricontrol 2010"in Kyoto
    • Place of Presentation
      京都大学
    • Year and Date
      2010-12-15
    • Related Report
      2010 Annual Research Report
  • [Presentation] Estimation of Nitrogen Contents in Rice Plant at the Panicle Initiation Stage Using Ground-Based Hyperspectral Remote Sensing2010

    • Author(s)
      Onoyama, H., Ryu, C. S., Suguri, M., Iida, M.
    • Organizer
      The 3rd IFAC International Conference ARICONTROL 2010
    • Place of Presentation
      Kyoto University, Kyoto, Japan
    • Year and Date
      2010-12-08
    • Related Report
      2013 Final Research Report
  • [Presentation] Cut-edge and Stubble Detection for Auto-Steering System of Combine Harvester Using Machine Vision2010

    • Author(s)
      Iida, M., Ikemura, Y., Suguri, M., Masuda, R.
    • Organizer
      The 3rd IFAC International Conference ARICONTROL 2010
    • Place of Presentation
      Kyoto University, Kyoto, Japan.
    • Year and Date
      2010-12-07
    • Related Report
      2013 Final Research Report
  • [Presentation] Cut-edge and stubble detection for auto-steering system of combine harvester using machine vision2010

    • Author(s)
      Michihisa IIDA, Yu IKEMURA, Masahiko SUGURI, Ryohei MASUDA
    • Organizer
      The IFAC International Conference"Agricontrol 2010"in Kyoto
    • Place of Presentation
      京都大学
    • Year and Date
      2010-12-07
    • Related Report
      2010 Annual Research Report
  • [Presentation] 自脱コンバインのロボット化(第1報)2010

    • Author(s)
      飯田訓久, 村主勝彦, 増田良平
    • Organizer
      農業機械学会第69回年次大会例会
    • Place of Presentation
      愛媛大学,松山市
    • Year and Date
      2010-09-15
    • Related Report
      2013 Final Research Report
  • [Presentation] 自脱コンバインのロボット化(第1報)2010

    • Author(s)
      飯田訓久, 村主勝彦, 増田良平
    • Organizer
      農業機械学会第69回年次大会
    • Place of Presentation
      愛媛大学
    • Year and Date
      2010-09-15
    • Related Report
      2010 Annual Research Report
  • [Presentation] 自脱コンバインのロボット化(第1報)2010

    • Author(s)
      飯田訓久, 村主勝彦, 増田良平
    • Organizer
      農業機械学会関西支部第124回支部例会
    • Place of Presentation
      岡山大学,岡山市
    • Year and Date
      2010-08-31
    • Related Report
      2013 Final Research Report
  • [Presentation] 出穂前の水田における雑草繁茂状況下での画像内稲領域の判別2010

    • Author(s)
      野村和生, 増田良平
    • Organizer
      農業機械学会関西支部第124回支部例会
    • Place of Presentation
      岡山大学,岡山市
    • Year and Date
      2010-08-31
    • Related Report
      2013 Final Research Report
  • [Presentation] 自脱コンバインのロボット化(第1報)2010

    • Author(s)
      飯田訓久, 村主勝彦, 増田良平
    • Organizer
      農業機械学会関西支部第124回例会
    • Place of Presentation
      岡山大学
    • Year and Date
      2010-08-31
    • Related Report
      2010 Annual Research Report
  • [Presentation] Rice plant detection in heading term for autonomous robot navigation2010

    • Author(s)
      Ryohei MASUDA, Kenta NAKAYAMA, Kazuo NOMURA
    • Organizer
      XVII^<th> World Congress of the International Commission of Agricultural and Biosystems Engineering (CIGR), Quebec City, Canada
    • Place of Presentation
      Convention Centre, Quebec City, Canada
    • Year and Date
      2010-06-14
    • Related Report
      2010 Annual Research Report
  • [Presentation] Advanced harvesting System by using a combine robot

    • Author(s)
      Michihisa Iida
    • Organizer
      The 2013 IFAC Bio-Robotics Conferemce
    • Place of Presentation
      Sakai, Osaka, Japan
    • Related Report
      2012 Annual Research Report
  • [Presentation] Advanced harvesting System by using robot combine

    • Author(s)
      Michihisa Iida
    • Organizer
      The 8th International Workshop on Nondestructive Quality Evaluation of Agricultural, Livestock and Fishery Products
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] Detection of rice plant lodging using camera and laser range finder

    • Author(s)
      Ryohei Masuda
    • Organizer
      The International Conference of Agricultural Engineering 2012
    • Place of Presentation
      Valencia, Spain
    • Related Report
      2012 Annual Research Report
  • [Presentation] Automation of the unloading work -Searching and detecting a grain container and proper positioning of a harvester's spour

    • Author(s)
      Hiroki Kurita
    • Organizer
      The 6th International Symposium on Machinery and Mechatronics for Agricultural and Biosystems Engineering 2012
    • Place of Presentation
      Valencia, Spain
    • Related Report
      2012 Annual Research Report
  • [Presentation] Development of head-feeding combine robot

    • Author(s)
      Ryo Uchida
    • Organizer
      The 6th International Symposium on Machinery and Mechatronics for Agricultural and Biosystems Engineering 2012
    • Place of Presentation
      Jeonju, Korea
    • Related Report
      2012 Annual Research Report
  • [Presentation] Development of the automated auger positioning system for unloading work

    • Author(s)
      Hiroki Kurita
    • Organizer
      The 6th International Symposium on Machinery and Mechatronics for Agricultural and Biosystems Engineering 2012
    • Place of Presentation
      Jeonju, Korea
    • Related Report
      2012 Annual Research Report
  • [Remarks]

    • URL

      http://elam.kais.kyoto-u.ac.jp/

    • Related Report
      2013 Final Research Report
  • [Remarks]

    • URL

      http://elam.kais.kyoto-u.ac.jp/

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://elam.kais.kyoto-u.ac.jp/

    • Related Report
      2010 Annual Research Report
  • [Patent(Industrial Property Rights)] 農作物排出装置2013

    • Inventor(s)
      飯田訓久, 栗田寛樹, 村主勝彦, 中川渉, 川邉達也
    • Industrial Property Rights Holder
      京都大学,ヤンマー株式会社
    • Industrial Property Rights Type
      特許
    • Filing Date
      2013-05-31
    • Related Report
      2013 Final Research Report
  • [Patent(Industrial Property Rights)] 農作物排出装置2013

    • Inventor(s)
      飯田訓久, 栗田寛樹, 中川渉, 山口雄司, 渡邊一史
    • Industrial Property Rights Holder
      京都大学,ヤンマー株式会社
    • Industrial Property Rights Type
      特許
    • Filing Date
      2013-05-31
    • Related Report
      2013 Final Research Report
  • [Patent(Industrial Property Rights)] 農作物排出装置2013

    • Inventor(s)
      飯田訓久, 栗田寛樹, 中川渉, 白水崇之, 幸英浩
    • Industrial Property Rights Holder
      京都大学,ヤンマー株式会社
    • Industrial Property Rights Type
      特許
    • Acquisition Date
      2013-05-31
    • Related Report
      2013 Final Research Report
  • [Patent(Industrial Property Rights)] 農作物排出装置2013

    • Inventor(s)
      飯田訓久,栗田寛樹,村主勝彦,中川渉,川邉達也
    • Industrial Property Rights Holder
      飯田訓久,栗田寛樹,村主勝彦,中川渉,川邉達也
    • Industrial Property Rights Type
      特許
    • Filing Date
      2013-05-31
    • Related Report
      2013 Annual Research Report
  • [Patent(Industrial Property Rights)] 農作物排出装置2013

    • Inventor(s)
      飯田訓久,栗田寛樹,中川渉,山口雄司,渡邊一史
    • Industrial Property Rights Holder
      飯田訓久,栗田寛樹,中川渉,山口雄司,渡邊一史
    • Industrial Property Rights Type
      特許
    • Filing Date
      2013-05-31
    • Related Report
      2013 Annual Research Report
  • [Patent(Industrial Property Rights)] 農作物排出装置2013

    • Inventor(s)
      飯田訓久,栗田寛樹,中川渉,白水崇之,幸英浩
    • Industrial Property Rights Holder
      飯田訓久,栗田寛樹,中川渉,白水崇之,幸英浩
    • Industrial Property Rights Type
      特許
    • Filing Date
      2013-05-31
    • Related Report
      2013 Annual Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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