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Study on Quality Estimation of fruit surface for Strawberry and Tomato in Wave of Near Infrared (NIR)

Research Project

Project/Area Number 11660256
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 農業機械学
Research InstitutionMIYAZAKI UNIVERSITY

Principal Investigator

NAGATA Masateru  Miyazaki University, Faculty of Agriculture, Professor, 農学部, 教授 (80041002)

Co-Investigator(Kenkyū-buntansha) GEJIMA Yoshinori  Miyazaki University, Faculty of Agriculture, Associate Professor, 農学部, 講師 (10253808)
Project Period (FY) 1999 – 2000
Project Status Completed (Fiscal Year 2000)
Budget Amount *help
¥3,600,000 (Direct Cost: ¥3,600,000)
Fiscal Year 2000: ¥1,500,000 (Direct Cost: ¥1,500,000)
Fiscal Year 1999: ¥2,100,000 (Direct Cost: ¥2,100,000)
Keywordsstrawberry / tomato / surface bruising / spectral analysis / NIR image processing / quality estimation / 波長 / 品質判定 / 画像処理 / トマト等 / 近赤外線 / 可視光 / 等級検査
Research Abstract

This study addresses the problem of detecting bruises on fruit surface of strawberry and tomato. Bruises were caused in a controlled manner on the freshly harvested fruits. The characteristics of reflected light from the bruised and non-bruised surfaces were measured and analyzed using a spectrometer known as photonic multiple analyzer. Based on spectral information of bruised surfaces, the particular wavelengths critical for bruise detection were determined. A spectral filter of the effective wave band at which the constant discrimination between bruised and non-bruised surfaces occurred was identified. The filter was mounted to a CCD camera to acquire images of the strawberry surface. The experimental result indicates that the bruises on strawberries (Akihime produced Miyazaki) become visible when viewed under Near Infrared light source (NIR). The spectral filter above 960 nm was able to discriminate and show bruised and non-bruised surfaces of strawberries. The images of bruised strawberries taken at this wavelength are subtracted from the images taken above 860 nm in order to determine the bruised parts of the strawberries.

Report

(3 results)
  • 2000 Annual Research Report   Final Research Report Summary
  • 1999 Annual Research Report
  • Research Products

    (14 results)

All Other

All Publications (14 results)

  • [Publications] 永田雅輝,槐島芳徳,根元茂,シュレスタ・ビン・プラサド: "近赤外光域における果菜類の外観品質判定評価に関する研究(第1報)-二,三の果菜類の分光特性-"第59回農業機械学会年次大会講演要旨. 271-272 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Nagata,Y.Gejima,Bim P.Shrestha,Q.Cao,and S.Nemoto: "Study on the Characteristic of Strawberry at Different Maturity Level by using Photon Multiple Analyzer"第59回農業機械学会年次大会講演要旨. 455-456 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Nagata,B.P.Shrestha,C.Qixin and S.Idera: "Visible and NIR Spectral Information for Bruise Detection On Strawberry"第63回九州農業研究発表会専門部会発表要旨集. 59 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Bim Prasad SHRESTHA,Masateru NAGATA,Qixin CAO: "Study on Image Processing for Quality Estimation of Strawberries (part 1) -Detection of Bruises on Fruit by Image Processing-"Journal of Society of High Technology in Agriculture. 13(2). 99-106 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Nagata, Y.Gejima, S.Nemoto and Bim P.Shrestha: "Study on Quality Estimation of Fruit Surface for Fruit-vegetables (Part 1)"Proceedings of The Annual Meeting (No.59) of Japanese Society of Agricultural Machinery. 271-272 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Nagata, Y.Gejima, Bim P.Shrestha, Q.Cao, and S.Nemoto: "Study on the Characteristic of Strawberry at Different Maturity Level by using Photon Multiple Analyzer"Proceedings of The Annual Meeting (No.59) of Japanese Society of Agricultural Machinery. 455-456 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Nagata B.P.Shrestha, C.Qixin and S.Idera: "Visible and NIR Spectral Information for Bruise Detection On Strawberry"Proceedings of The Annual Meeting (No.63) of Kyushu Branch of Japanese Society of Agricultural Machinery. 59 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Bim Prasad SHRESTHA, Masateru NAGATA, Qixin CAO: "Study on Image Processing for Quality Estimation of Strawberries (part 1) - Detection of Bruises on Fruit by Image Processing -"Journal of Society of High Technology in Agriculture. 13(2). 99-106 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 永田雅輝,槐島芳徳,根元茂,シュレスタ・ビン・プラサド: "近赤外光域における果菜類の外観品質判定評価に関する研究(第1報)-二,三の果菜類の分光特性-"第59回農業機械学会年次大会講演要旨. 271-272 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] M.Nagata,Y.Gejima,Bim P.Shrestha,Q.Cao,and S.Nemoto: "Study on the Characteristic of Strawberry at Different Maturity Level by using Photon Multiple Analyzer"第59回農業機械学会年次大会講演要旨. 455-456 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] M.Nagata,B.P.Shrestha,C.Qixin and S.Idera: "Visible and NIR Spectral Information for Bruise Detection On Strawberry"第63回九州農業研究発表会専門部会発表要旨集. 59 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Masateru Nagata,Yoshinori Gejima,Bim Prasad Shrestha,Cao Qixin and Shigeru Nemoto: "Study on the Characteristics of Strawberry at Different Maturity Level by using Photon Multiple Analyzer"農業機械学会第59回年次大会. (印刷中). (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 永田雅輝,槐島芳徳,根本茂,シュレスタ ビン プラサド: "近赤外光域における果菜類の外観品質判定評価に関する研究(第1報)"農業機械学会第59回年次大会. (印刷中). (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] Wang Hongyong,Liu Wenxiu,Cao Qixin and Masateru Nagata: "Neural Network Based on Cucumber Judgement"Transections of the Chinese Society of Agricutural Machinery. 30・6. (1999)

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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