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Development of automatic thinning equipment for radish

Research Project

Project/Area Number 13660254
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 農業機械学
Research InstitutionHirosaki University

Principal Investigator

ZHANG Shu-huai  Hirosaki University, Faculty of Agriculture and Life Science, Professor, 農学生命科学部, 助教授 (90261429)

Project Period (FY) 2001 – 2003
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2003: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 2002: ¥600,000 (Direct Cost: ¥600,000)
Keywordsradish / thinning / labor-saving / image processing / automatic thresholding
Research Abstract

The results of this research are briefly shown as following.
1.A new cultivation method was proposed In die new method it was suggested what sowing way is suitable to robotics and when it is best time to thin seedling. Radish growth was also investigated by using the new method to thin seedling, compared with traditional cultivation. The result showed that the new method had no adverse effect on radish growth.
2.To compare with the traditional cultivation method, the new cultivation method could save about 75% of thinning-labor.
3.An algorithm, based on the OTSU's automatic thresholding method, was developed to acquire the binary images, using the information of ExG(Extra Green) and brightness of radish seedling images.
4.We took a projection of the binary image onto horizontal X direction, particularly calculated the summation of binary image's pixels on the vertical Y direction. And then using the summation, the radish seedlings that should thin out, are determined Finally, the experiments performed on 439 radish seedling images taken from the field, showed the proposed algorithm is effective for about 97% of total images.
5.The algorithm proposed is not only useful to discrimination of radish seedling, but also to many lands of vegetable seedling.

Report

(4 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • 2001 Annual Research Report
  • Research Products

    (24 results)

All Other

All Publications (24 results)

  • [Publications] 張 樹槐: "図像処理技術在蘿卜幼苗識別上的応用"科学技術前沿(任福継,馮 建力編,中国科学技術出版社). 16-27 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Shu-huai ZHANGほか1名: "Discrimination of Radish Seedling by Automatic Segmentation"Proceedings of China-Japan Joint Symposium on Science and Technology in the 21^<st> Century. 143-146 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 張 樹槐ほか3名: "根菜類野菜の間引き作業の自動化に関する研究(第2報)-自動2値化によるダイコン幼苗の認識方法-"農業機械学会誌. 64(2). 71-77 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 張 樹槐ほか3名: "根菜類野菜の間引き作業の自動化に関する研究(第1報)-ダイコンの栽培様式の検討-"農業機械学会誌. 63(2). 47-52 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 張 樹槐: "画像処理による野菜等幼苗の認識方法"日中博士青年科学者交流大会2001講演論文集. 37-42 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] ZHANG Shu-huai: "An application of image processing for discrimination of radish seedling"The new trend of science and technology. 16-27 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] ZHANG Shu-huai et al.: "Discrimination of radish seedling by automatic segmentation"Proceedings of China-Japan Joint Symposium on Science and Technology in the 21^<th> Century. 143-146 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] ZHANG Shu-huai et al.: "Studies on automation of root vegetable thinning (part 2)"Journal of JSAM. 64(2). 71-77 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] ZHANG Shu-huai et al.: "Studies on automation of root vegetable thinning (part 1)"Journal of JSAM. 63(2). 47-52 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] ZHANG Shu-huai: "An application of image processing for vegetable seedling"CASEJ symposium series. Vol.2001, No.1. 37-42 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 張 樹槐: "図像処理技術在蘿卜幼苗識別上的応用"科学技術前沿(任福継,馮 建力編,中国科学技術出版社). 16-27 (2002)

    • Related Report
      2003 Annual Research Report
  • [Publications] Shu-huai ZHANG, Ming SUN: "Discrimination of Radish Seedling by Automatic Segmentation"Proceedings of China-Japan Joint Symposium on Science and Technology in the 21^<st> Century. 143-146 (2002)

    • Related Report
      2003 Annual Research Report
  • [Publications] 張 樹槐ほか3名: "ダイコン間引き作業の省力化に関する研究"平成14年度農業機械学会東北支部研究発表会講演要旨. 27-28 (2002)

    • Related Report
      2003 Annual Research Report
  • [Publications] 張 樹槐ほか3名: "根菜類野菜の間引き作業の自動化に関する研究(第2報)-自動2値化によるダイコン幼苗の認識方法-"農業機械学会誌. 64(2). 71-77 (2002)

    • Related Report
      2003 Annual Research Report
  • [Publications] 張 樹槐ほか3名: "根菜類野菜の間引き作業の自動化に関する研究(第1報)-ダイコンの栽培様式の検討-"農業機械学会誌. 63(2). 47-52 (2001)

    • Related Report
      2003 Annual Research Report
  • [Publications] 張 樹槐: "画像処理による野菜等幼苗の認識方法"日中博士青年科学者交流大会2001講演要旨. 37-42 (2001)

    • Related Report
      2003 Annual Research Report
  • [Publications] Shu-huai ZHANG, Ming SUN: "Discrimination of Radish Seedling by Automatic Segmentation"Proceedings of China-Japan Joint Symposium on Science and Technology in the 21^<st> Century. 143-146 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 張 樹槐ほか3名: "ダイコン間引き作業の省力化に関する研究"平成14年度農業機械学会東北支部研究発表会講演要旨. 27-28 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 張 樹槐ほか3名: "根菜類野菜の間引き作業の自動化に関する研究(第2報)-自動2値化によるダイコン幼苗の認識方法-"農業機械学会誌. 64(2). 71-77 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 張 樹槐ほか3名: "根菜類野菜の間引き作業の自動化に関する研究(第1報)-ダイコンの栽培様式の検討-"農業機械学会誌. 63(2). 47-52 (2001)

    • Related Report
      2002 Annual Research Report
  • [Publications] 張 樹槐: "画像処理による野菜等幼苗の認識方法"日中博士青年科学者交流大会2001講演要旨. 37-42 (2001)

    • Related Report
      2002 Annual Research Report
  • [Publications] 張 樹槐ほか3名: "根菜類野菜の間引き作業の自動化に関する研究(第2報)-自動2値化による大根幼苗の認識方法-"第60回農業機械学会年次大会講演要旨. 231-232 (2001)

    • Related Report
      2002 Annual Research Report
  • [Publications] 張樹槐: "画像処理による野菜等幼苗の認識方法"全日本中国人博士協会2001 日中博士青年科学者交流大会2001 合同講演論文集. 37-42 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 張樹槐, 高橋照夫, 福地博, 嵯峨紘一: "根葉類野菜の間引き作業の自動化に関する研究(第2報)"農業機械学会誌. 64(2). 71-77 (2002)

    • Related Report
      2001 Annual Research Report

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Published: 2002-04-01   Modified: 2016-04-21  

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