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Sturdy on Non-Destructive Measurement System using Hyperspectral Imaging for Strawberry and other fruits and vegetables.

Research Project

Project/Area Number 18580261
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Agricultural information engineering
Research InstitutionUniversity of Miyazaki

Principal Investigator

NAGATA Masateru  University of Miyazaki, Dept. of Agriculture, Professor (80041002)

Co-Investigator(Kenkyū-buntansha) KAWASUE Kikuhito  University of MIYAZAKI, Dept. of Engineering, Associate Professor (20214645)
Project Period (FY) 2006 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥3,850,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥450,000)
Fiscal Year 2007: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2006: ¥1,900,000 (Direct Cost: ¥1,900,000)
KeywordsNon-destroying measurement / Hyperspectral Imaging / Purple-fleshed sweet potato / Quality Estimation / Spectral Image / Strawberry / Egg plant / Anthocyanin pigments estimation / 非破壞検査 / 画像処理・認識 / アントシアニン色素 / 品質検査 / 青果物選別 / ポストハーベスト
Research Abstract

Recently, consumers are demanding for higher quality and better safety of agricultural produce. A non-destructive measurement technique for inspecting food quality strictly is becoming more important. Thus, more accurate quality measurement techniques are needed for sorting fruits and vegetables such strawberry during post-harvest processing. The main goal of this research is to develop a synthesis system of quality measurement for inspecting fruits using a hyperspectral imaging which is hotter technique at USA. Measurement using hyperspectral imaging was carried out an external and internal food quality inspection (ripeness, insect damage, firmness, bruises, soluble solids content, function of pigment etc. for strawberry, mango, peach and eggplant. An outline of research results was as follows.
1. Quality of strawberry, peach and mango
(1)The special spectral image at NIR (600-1000nm wavelength)for detecting was 825nm and 980nm wavelength on strawberry,810nm wavelength on peach. But the … More re was not special spectral image on mango.
(2)The special spectral image at MR (600-1000nm wavelength)for an estimation of a soluble solids content and a ripeness was that the three-wavelength prediction model for strawberry of 50% ripe over was correlation at 0.78 over, and the five-wavelength prediction model for mango and peach was correlation at 0.79, 0.80 respectively.
Hyperspectral imaging was found very useful for the non-destructive estimation of external and internal quality of fruit and fruit-vegetables.
2. Function of pigments of purple-fleshed sweet potato and eggplant (an estimation of anthocyanin pigments)
The most strong absorbance spectral wavelength of anthocyanin pigments was 525nm on purple-fleshed sweet potato, and 716nm on eggplant. The relationship between absorbance of spectral image and measured anthocyanin pigment was a correlation coefficient at 0.75-0.97.
3. Develop of a synthesis system of quality measurement
A synthesis system of quality measurement using a hyperspectral image was developed. It was a simplified non-destructive type and low cost. Less

Report

(3 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • Research Products

    (34 results)

All 2008 2007 2006 Other

All Journal Article (14 results) (of which Peer Reviewed: 7 results) Presentation (14 results) Book (2 results) Remarks (2 results) Patent(Industrial Property Rights) (2 results)

  • [Journal Article] スペクトロフォトメーターを用いた紫イモのアントシアニン色素評価2008

    • Author(s)
      永田 雅輝・小林 太一
    • Journal Title

      宮崎大学農学部研究報告 54

      Pages: 33-37

    • NAID

      110006471967

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Study on anthocyanin pigments estimation for purple-fleshed sweetpotato using spectrophotometer2008

    • Author(s)
      Masateru, NAGATA, Taichi, KOBAYASHI
    • Journal Title

      Bulletin of Faculty of Agriculture, University of Miyazaki 54

      Pages: 33-37

    • NAID

      110006471967

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] スペクトロフォトメーターを用いた紫イモのアントシアニン色素評価2008

    • Author(s)
      永田雅輝・小林太一
    • Journal Title

      宮崎大学農学部研究報告 54

      Pages: 33-37

    • NAID

      110006471967

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Burise Detection using NIR Hyperspectral Imaging for strawberry(Fragaria×ananassa Duch.)2006

    • Author(s)
      Masateru NAGATA, Jasper G. TALLADA
    • Journal Title

      ENVIRONMENT CONTROL IN BIOLOGY 44(2)

      Pages: 133-142

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Non-Destructive Estimation of Firmness of Strawberries(Fragaria×ananassa Duch)Using NIR Hyperspectral Imaging2006

    • Author(s)
      Jasper G. TALLADA, Masateru NAGATA
    • Journal Title

      ENVIRONMENT CONTROL IN BIOLOGY 44(4)

      Pages: 245-255

    • NAID

      10026886261

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Compact Vision Using Circular Dynamic Stereoscopy with a Beam Sputter(Application for Fluid Measurement)2006

    • Author(s)
      K. Kawasue, Y. Ohya
    • Journal Title

      Journal of Visualization 9(2)

      Pages: 189-197

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] 回転する合わせ鏡を用いた運動を伴う微小物体の三次元計測2006

    • Author(s)
      川末 紀功仁, 隈本 武
    • Journal Title

      計測自動制御学会論文集 42(8)

      Pages: 994-996

    • NAID

      10019295834

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Calibration-free PIV system using magnetic sensors2006

    • Author(s)
      K. Kawasue, S. Aramaki, Y, Ohya
    • Journal Title

      WSEAS Transactions on Systems 12-54

      Pages: 2737-2743

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Burise Detection using NIR Hyperspectral Imaging for strawberry(Fragaria×ananassa Duch.)2006

    • Author(s)
      Masateru, NAGATA, Jasper, G., TALLADA
    • Journal Title

      ENVIRONMENT CONTROL IN BIOLOGY 44(2)

      Pages: 133-142

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Non-Destructive Estimation of Firmness of Strawberries(Fragaria×ananassa Duch) Using NIR Hyperspectral Imaging2006

    • Author(s)
      Jasper G., TALLADA
    • Journal Title

      ENVIRONMENT CONTROL IN BIOLOGY 44(4)

      Pages: 245-255

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Compact Vision Using Circular Dynamic Stereoscopy with a Beam Splitter(Application for Fluid Measurement)2006

    • Author(s)
      K., Kawasue, Y., Ohya
    • Journal Title

      Journal of Visualization 9(2)

      Pages: 189-197

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Calibration-free PIV system magnetic sensors2006

    • Author(s)
      K., Kawasue, S., Aramaki, Y., Ohya
    • Journal Title

      WSEAS Transactions on Systems, Using 12-54

      Pages: 2737-2743

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Burise Detection using NIR Hyperspectral Imaging for strawberry (Fragaria x ananassa Duch.)2006

    • Author(s)
      Masateru NAGATA
    • Journal Title

      ENVIRONMENT CONTROL IN BIOLOGY 44(2)

      Pages: 133-142

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Non-Destructive Estimation of Firmness of Strawberries (Fragaria x ananassa Duch)Using NIR Hyperspectral Imaging2006

    • Author(s)
      Jasper G.TALLADA
    • Journal Title

      ENVIRONMENT CONTROL IN BIOLOGY 44(4)

      Pages: 245-255

    • Related Report
      2006 Annual Research Report
  • [Presentation] 分光画像による農産物のアントシアニン色素評価-分光特性および選別システムの試作2008

    • Author(s)
      小林 太一, 中辻 寿文, 永田 雅輝
    • Organizer
      農業機械学会第67回年次大会
    • Place of Presentation
      宮崎
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 分光画像による農産物のアントシアニン色素評価2008

    • Author(s)
      永田雅輝, 他
    • Organizer
      農業機械学会
    • Place of Presentation
      宮崎大学
    • Related Report
      2007 Annual Research Report
  • [Presentation] 分光画像による花卉の品質評価に関する研究ロバラ葉面の残留農薬検出の試み2007

    • Author(s)
      小林 太一, 大西 優紀, 崔 永傑, 足立 勝, 永田 雅輝
    • Organizer
      農業環境工学関連学会2007年合同大会
    • Place of Presentation
      東京農工大学
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] ハイパースペクトルイメージングを用いたイチゴのアントシアニン色素評価に関する研究2007

    • Author(s)
      封馬 ゆかり, 永田 雅輝, 豊田 寛, 小林 太一
    • Organizer
      農業環境工学関連学会2007年合同大会
    • Place of Presentation
      東京農工大学
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 分光画像による花卉の品質評価に関する研究□バラ葉面の残留農薬検出の試み2007

    • Author(s)
      永田雅輝, 他
    • Organizer
      農業環境工学関連学会
    • Place of Presentation
      東京農工大学
    • Related Report
      2007 Annual Research Report
  • [Presentation] ハイパースペクトルイメージングを用いたイチゴのアントシアニン色素評価に関する研究2007

    • Author(s)
      永田雅輝, 他
    • Organizer
      農業環境工学関連学会
    • Place of Presentation
      東京農工大学
    • Related Report
      2007 Annual Research Report
  • [Presentation] Particle image velocimetry with auto calibration2006

    • Author(s)
      K. Kawasue, S. Aramaki, Y. Ohya
    • Organizer
      Pro.of 6th WSEAS International Conference on Signal, Speech and Image Processing
    • Year and Date
      2006-09-24
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Detection of Bruises in Strawbemes By Hyperspectral Imaging2006

    • Author(s)
      J. Tallada, M. Nagata, T. Kobayashi
    • Organizer
      ASAE Paper No.063014, ASAE
    • Place of Presentation
      St.Joseph,Mich.
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] STUDY ON CARTESIAN-TYPE HARVESTING ROBOT FOR STRAWBERRY2006

    • Author(s)
      Masateru Nagata, Yongjie Cui, Jasper G. Tallada, Taichi Kobayashi
    • Organizer
      IFAC paper No.20-037A.IFAC
    • Place of Presentation
      Sapporo,Japan
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 非破壊計測によるナスのアントシアニン色素評価に関する基礎的研究-ナスニンの分布状態および分光特性について2006

    • Author(s)
      中辻 寿文, 小林 太一, ジャスパータラダ, 後藤 有美子, 豊田 寛, 永田 雅輝
    • Organizer
      第61回農業機械学会九州支部例会
    • Place of Presentation
      福岡
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] ハイパースペクトルイメージングによる青果物の色素評価に関する研究-ナスのアントシアニン色素分布の可視化2006

    • Author(s)
      永田 雅輝, 小林 太一, ジャスパータラダ
    • Organizer
      農業環境工学関連学会2006年合同大会
    • Place of Presentation
      北海道大学
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Detection of Bruises in Strawberries Mich. By Hyperspectral Imaging2006

    • Author(s)
      J., Tallada, M., Nagata, T., Kobayashi
    • Organizer
      ASAE
    • Place of Presentation
      St.Joseph
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] STUDY ON CARTESIAN-TYPE HARVESTING ROBOT FOR STRAWBERRY.2006

    • Author(s)
      Masateru, Nagata, Yongjie, Cui, Jasper, G., Tallada, Taichi, Kobayashi
    • Organizer
      A. IFAC
    • Place of Presentation
      Sapporo, Japan
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Particle image velocimetry with auto calibration Image Processing

    • Author(s)
      K., Kawasue, S., Aramaki, Y., Ohya
    • Organizer
      Pro. of 6th WSEAS International Conference on Signal, Speech and Image Processing
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Book] Computer Vision Technology for Food Quality Evaluation2007

    • Author(s)
      Da-wen Sun
    • Publisher
      Elsevier
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Book] Computer Vision Technology for Food Quality Evalution2007

    • Author(s)
      Da-Wen Sun
    • Publisher
      Elsevier
    • Related Report
      2007 Annual Research Report
  • [Remarks] 「研究成果報告書概要(和文)」より

    • URL

      http://www.asahi-net.or.jp/~qe5m-ngt/

    • Related Report
      2007 Final Research Report Summary
  • [Remarks]

    • URL

      http://www.asahi-net.or.jp/~qe5m-ngt/

    • Related Report
      2007 Annual Research Report
  • [Patent(Industrial Property Rights)] 分光画像法による農産物の残留農薬検査方法および装置2007

    • Inventor(s)
      永田 雅輝, 小林 太一
    • Industrial Property Rights Holder
      みやざきTLO
    • Filing Date
      2007-09-10
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Patent(Industrial Property Rights)] 分光画像法による農産物の残留農薬検査方法および装置2007

    • Inventor(s)
      永田雅輝, 小林太一
    • Industrial Property Rights Holder
      みやざきTLO
    • Filing Date
      2007-09-10
    • Related Report
      2007 Annual Research Report

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Published: 2006-04-01   Modified: 2016-04-21  

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