• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Three-Dimensional Recognition of Agricultural Crop

Research Project

Project/Area Number 09556055
Research Category

Grant-in-Aid for Scientific Research (B).

Allocation TypeSingle-year Grants
Section展開研究
Research Field 農業機械学
Research InstitutionOsaka Prefecture University (2000)
Shimane University (1997-1999)

Principal Investigator

FUJIURA Tateshi  Osaka Prefecture University, Graduate School of Agriculture and Biological Sciences, 農学生命科学研究科, 教授 (00026585)

Co-Investigator(Kenkyū-buntansha) 北村 豊  島根大学, 生物資源科学部, 助教授 (20246672)
土肥 誠  島根大学, 生物資源科学部, 助教授 (60284022)
石束 宣明  島根大学, 生物資源科学部, 教授 (20314619)
中尾 清治  島根大学, 生物資源科学部, 教授 (40032560)
Project Period (FY) 1997 – 2000
Project Status Completed (Fiscal Year 2000)
Budget Amount *help
¥6,100,000 (Direct Cost: ¥6,100,000)
Fiscal Year 2000: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 1999: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 1998: ¥1,200,000 (Direct Cost: ¥1,200,000)
Fiscal Year 1997: ¥3,000,000 (Direct Cost: ¥3,000,000)
Keywords3-D image / Recognition / Robotics / Farm work / Laser / Crop / Photo Spectral Characteristics / Scanning / 省力化
Research Abstract

The objective of this study is to develop a 3-D vision system to recognize the crop for the automation of the farm work.
Cucumber for the fresh market is harvested selectively by the human labor when the size is suitable for the market. As the fruits grow rapidly, the harvesting job must be done frequently. To automate the cucumber harvesting job, a 3-D vision system was manufactured for the trial purpose and was mounted on a cucumber-harvesting robot. The 3-D vision sensor emitted an infrared laser beam. The beam was reflected by a scanning mirror toward the crop. The reflected light from the crop surface returned to the 3-D vision sensor. Further, it was reflected by another scanning mirror and was focused on a PSD (Position Sensitive Device) by a lens. The distance to each scanning point was calculated by the signals from two anodes of the PSD.The number of pixels was 7500, that is, 60 in horizontal and 125 in vertical. Experiment wis carried out using cucumber models that were made … More based on a real cucumber. The location and the size of the fruit could be measured with fairly good accuracy. The location of the peduncle could also be recognized. The 3-D vision sensor was considered to be effective for the cucumber-harvesting robot.
Cucumber was cultivated by trial in following training method.
(1) Inclined trellis training
(2) Training along the inclined pole
(3) Training by hanging the cucumber stalk keeping the stalk inclined but parallel to the crop row
Cucumber fruits on the stalk that was cultivated in the style of No.3 was most visible because the fruit hanged from the stalk and the hiding probability by leaves was small. The training method was considered suitable for the cucumber-harvesting robot.
Recognition experiment of the crisp head lettuce was carried out. The size of the crisp head could be recognized by processing the 3-D image.
Recognition of the cherry tomato was tried by a 3-D vision sensor mounted at the end of end effector. Many of the fruits (including the fruits hidden by the leaf) could be recognized by scanning from various view points with the motion of the end effector. Less

Report

(5 results)
  • 2000 Annual Research Report   Final Research Report Summary
  • 1999 Annual Research Report
  • 1998 Annual Research Report
  • 1997 Annual Research Report
  • Research Products

    (25 results)

All Other

All Publications (25 results)

  • [Publications] Tateshi Fujiura: "Vision System for Cucumber-Harvesting Robot"BIO-ROBOTICS, 2nd IFAC/CIGR International Workshop. II. 65-69 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 丁碩〓: "ロボットによる結球野菜の選択収穫の研究(第4報)"農業機械学会誌. 62・2. 111-117 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 藤浦建史: "キュウリ収穫ロボットのための視覚センサ"農業機械学会関西支部報. 88号. 99-100 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 韓麗〓: "エンドエフェクタに三次元視覚センサをもつミニトマト収穫ロボット(第1報)"農業機械学会誌. 62・2. 118-126 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 韓麗〓: "エンドエフェクタに三次元視覚センサをもつミニトマト収穫ロボット(第2報)"農業機械学会誌. 62・2. 127-136 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 藤浦建史,近藤直,門田充司外,近藤直,チング 編集: "Robotics for Bioproduction Systems"American Society of Agricultural Engineers. 325 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Tateshi Fujiura, Kouji Ueda, Suk Hyun Chung. Makoto Dohi, Naoshi Kondo, Seiichi Arima :: "Vision System for Cucumber-Harvesting Robot"BIO-ROBOTICS, Second IFAC/CIGR International Workshop. II. 65-69 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Suk Hyun Chung, Tateshi Fujiura, Noriaki Ishizuka, Makoto Dohi, Kouji Ueda :: "Selective Harvesting Robot for Crisp Head Vegetables (Part 4)"Journal of the Japanese Society of Agricultural Machinery. 62-2. 111-117 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Tateshi Fujiura, Kouji Ueda, Suk Hyun Chung, Noriko Katayose, Takeshi Watano :: "Vision Sensor for Cucumber-Harvesting Robot"Kansai Branch Report of the Japanese Society of Agricultural Machinery. No.88. 99-100 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Lojie Han, Tateshi Fujiura, Hisaya Yamada, Noriaki Ishizuka, Yutaka Kitamura :: "Cherry Tomato Harvesting Robot with 3-D Vision Sensor on Its End Effector (Part 1)"Journal of the Japanese Society of Agricultural Machinery. 62-2. 118-126 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Lojie Han, Tateshi Fujiura, Hisaya Yamada, Noriaki Ishizuka, Makoto Dohi :: "Cherry Tomato Harvesting Robot with 3-D Vision Sensor on Its End Effector (Part 1)"Journal of the Japanese Society of Agricultural Machinery. 62-2. 127-136 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Tateshi Fujiura, Naoshi Kondo, Mitsuji Monta, et al, Edited by Naoshi Kondo and K.C.Ting :: "Robotics for Bioproduction Systems"American Society of Agricultural Engineers. 1-325 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Tateshi Fujiura: "Vision System for Cucumber-Harvesting Robot"BIO-ROBOTICS, 2nd IFAC/CIGR International Workshop. II. 65-69 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 丁碩〓: "ロボットによる結球野菜の選択収穫の研究(第4報)"農業機械学会誌. 62・2. 111-117 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 藤浦建史: "キュウリ収穫ロボットのための視覚センサ"農業機械学会関西支部報. 88号. 99-100 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 韓麗〓: "エンドエフェクタに三次元視覚センサをもつミニトマト収穫ロボット(第1報)"農業機械学会誌. 62・2. 118-126 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 韓麗〓: "エンドエフェクタに三次元視覚センサをもつミニトマト収穫ロボット(第2報)"農業機械学会誌. 62・2. 127-136 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 藤浦建史: "農業用ロボットの構成と課題,研究状況"ロボット. 135号. 4-10 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 上田弘二: "三次元形状によるキュウリの認識"第4回知能メカトロニクスワークショップ講演論文集. 154-155 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Tateshi Fujiura: "Robotics for Bioproduction Systems"American Society of Agricaltural Engineers. 325 (1998)

    • Related Report
      1999 Annual Research Report
  • [Publications] 藤浦建史: "レタス選択収穫ロボットの研究,GAによるレタス三次元画像の認識" 農業機械学会関西支部報. 84. 69-70 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 藤浦建史: "果実収穫ハンド装着用三次元視覚センサの研究" 農業機械学会関西支部報. 84. 65-66 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 喬 軍: "レタス選択収穫ロボットのための三次元形状認識" 農業機械学会関西支部報. 83号. 109-112 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 藤浦 建史: "果実収穫ハンド装着用三次元視覚センサの研究" 農業機械学会関西支部報. 84号(予定). (1998)

    • Related Report
      1997 Annual Research Report
  • [Publications] 藤浦 建史: "レタス選択収穫ロボットの研究,GAによるレタス三次元画像の認識" 農業機械学会関西支部報. 84号(予定). (1998)

    • Related Report
      1997 Annual Research Report

URL: 

Published: 1997-04-01   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi