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An estimation method for food freshness by visual perception and spectroscopic analysis

Research Project

Project/Area Number 24658221
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeSingle-year Grants
Research Field Agricultural information engineering
Research InstitutionNational Agriculture and Food Research Organization

Principal Investigator

IKEHATA Akifumi  独立行政法人農業・食品産業技術総合研究機構, 食品総合研究所・食品分析研究領域, 主任研究員 (40342745)

Co-Investigator(Kenkyū-buntansha) WADA Yuji  独立行政法人農業・食品産業技術総合研究機構・食品総合研究所, 食品機能研究領域, 主任研究員 (30366546)
Co-Investigator(Renkei-kenkyūsha) TSUTA Mizuki  独立行政法人農業・食品産業技術総合研究機構・食品総合研究所, 食品工学研究領域, 主任研究員 (80425553)
Project Period (FY) 2012-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2013: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2012: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords鮮度 / 画像統計 / 感性評価 / ハイパースペクトルイメージング / 近赤外
Research Abstract

Digitization for freshness of food has been defined from two different approaches, digital image and near-infrared hyperspectral image (HSI). Taking images of cut cabbage leaves in a drying process were done by a digital camera and an HSI camera together with a balance to know water contents. The skewness and kurtosis of the luminance distribution of the visual images had a linear relation to the freshness determined by human visual perception as well as to water content. The near-infrared spectra given by the HSI also had a correlation to the water content. Consequently, the feasibility of a new digitization for freshness of food by imaging techniques was established.

Report

(3 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • Research Products

    (20 results)

All 2014 2013 2012 Other

All Journal Article (9 results) (of which Peer Reviewed: 4 results) Presentation (9 results) (of which Invited: 2 results) Book (2 results)

  • [Journal Article] 視覚と食2014

    • Author(s)
      和田有史
    • Journal Title

      食品総合研究所ニュース

      Volume: 31 Pages: 9-13

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] 食認知への心理学的アプローチ2013

    • Author(s)
      和田有史
    • Journal Title

      ソフト・ドリンク技術資料

      Volume: 169 Pages: 19-34

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] Glossiness and perishable food quality: visual freshness judgment of fish eyes based on luminance distribution2013

    • Author(s)
      Takuma Murakoshi, Tomohiro Masuda, Ken Utsumi, Kazuo Tsubota, Yuji Wada
    • Journal Title

      PLoS One

      Volume: 8(3) Issue: 3 Pages: 1-5

    • DOI

      10.1371/journal.pone.0058994

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Superiority of experts over novices in trueness and precision of concentration estimation of sodium chloride solutions2013

    • Author(s)
      Tomohiro Masuda, Yuji Wada, Masako Okamoto, Yasushi Kyutoku, Yui Yamaguchi, Atsushi Kimura, Tatsu Kobayakawa, Takayuki Kawai, Ippeita Dan, Fumiyo Hayakawa
    • Journal Title

      Chemical Senses

      Volume: 38(3) Issue: 3 Pages: 251-258

    • DOI

      10.1093/chemse/bjs137

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Petal saturation affects visible flower senescence in cut lilies2012

    • Author(s)
      Hiroko Mochizuki-Kawai, Sanae Kishimoto, Yuji Wada, Tomohiro Masuda, Kazuo Ichimura
    • Journal Title

      Journal of the Japanese Society for Horticultural Science

      Volume: 3(5) Pages: 350-356

    • NAID

      130004951671

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Luminance distribution modifies the perceived freshness of strawberries2012

    • Author(s)
      Carlos Arce-Lopera, Tomohiro Masuda, Atsushi Kimura, Yuji Wada, Katsunori Okajima
    • Journal Title

      i-Perception

      Volume: 3(5) Issue: 5 Pages: 338-355

    • DOI

      10.1068/i0471

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 実験心理学で探る食の感性―多感覚知覚と社会的文脈-2012

    • Author(s)
      和田有史
    • Journal Title

      Food and Food Ingredients Journal of Japan

      Volume: 217(2) Pages: 177-183

    • NAID

      40019336789

    • Related Report
      2013 Final Research Report
  • [Journal Article] 食品を感じる複合感覚の成り立ち2012

    • Author(s)
      和田有史
    • Journal Title

      日本官能評価学会誌

      Volume: 160(1) Pages: 25-27

    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Journal Article] 実験心理学で探る食の感性 ―多感覚知覚と社会的文脈―2012

    • Author(s)
      和田有史
    • Journal Title

      Food and Food Ingredients Journal of Japan

      Volume: 217(2) Pages: 177-183

    • NAID

      40019336789

    • Related Report
      2012 Research-status Report
  • [Presentation] 両眼立体視がキャベツの鮮度知覚に与える影響2014

    • Author(s)
      松原和也・増田知尋・本田秀仁・和田有史
    • Organizer
      日本視覚学会2014年冬季大会
    • Place of Presentation
      工学院大学(東京都)
    • Related Report
      2013 Final Research Report
  • [Presentation] 両眼立体視がキャベツの鮮度知覚に与える影響2014

    • Author(s)
      松原和也・増田知尋・本田秀仁・和田有史
    • Organizer
      日本視覚学会2014年冬季大会
    • Place of Presentation
      工学院大学(東京都)
    • Related Report
      2013 Annual Research Report
  • [Presentation] NIR Imaging for Predicting Freshness of Cabbage2013

    • Author(s)
      羅せん,増田知尋,松原和也,和田有史,池羽田晶文
    • Organizer
      第29回近赤外フォーラム
    • Place of Presentation
      文部科学省研究交流センター(茨城県)
    • Related Report
      2013 Final Research Report
  • [Presentation] Visual freshness judgment of fish eyes based on luminance distribution2013

    • Author(s)
      Yuji Wada, Takuma Murakoshi, Tomohiro Masuda, Ken Utsumi
    • Organizer
      10th Pangborn Sensory Science Symposium
    • Place of Presentation
      Windsor Barra Hotel (Brazil)
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Presentation] NIR Imaging for Predicting Freshness of Cabbage2013

    • Author(s)
      羅せん,増田知尋,松原和也,和田有史,池羽田晶文
    • Organizer
      第29回近赤外フォーラム
    • Place of Presentation
      文部科学省研究交流センター(茨城県)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 食品の質感視知覚2012

    • Author(s)
      和田有史
    • Organizer
      第42回千葉視覚研究会
    • Place of Presentation
      千葉大学(千葉県)
    • Year and Date
      2012-05-23
    • Related Report
      2013 Final Research Report
    • Invited
  • [Presentation] チンパンジーにおける食物のテクスチャ知覚2012

    • Author(s)
      伊村知子,増田知尋,和田有史,岡嶋克典
    • Organizer
      日本動物心理学会第72回大会
    • Place of Presentation
      関西学院大学(兵庫県)
    • Year and Date
      2012-05-12
    • Related Report
      2013 Final Research Report
  • [Presentation] チンパンジーにおける食物のテクスチャ知覚

    • Author(s)
      伊村知子,増田知尋,和田有史,岡嶋克典
    • Organizer
      日本動物心理学会 第72回大会
    • Place of Presentation
      関西学院大学(兵庫県)
    • Related Report
      2012 Research-status Report
  • [Presentation] 食品の質感視知覚

    • Author(s)
      和田有史
    • Organizer
      第42回千葉視覚研究会
    • Place of Presentation
      千葉大学(千葉県)
    • Related Report
      2012 Research-status Report
    • Invited
  • [Book] 認知心理学演習日常生活と認知行動2012

    • Author(s)
      和田有史,日下部裕子
    • Publisher
      オーム社
    • Related Report
      2013 Final Research Report
  • [Book] 認知心理学演習 日常生活と認知行動2012

    • Author(s)
      和田有史,日下部裕子
    • Total Pages
      211
    • Publisher
      オーム社
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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