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Development of image processing method for evaluation of tempura

Research Project

Project/Area Number 23500926
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Eating habits, studies on eating habits
Research InstitutionGifu University

Principal Investigator

KATO Kunihito  岐阜大学, 工学部, 准教授 (70283281)

Co-Investigator(Renkei-kenkyūsha) OGAWA Noriko  中部大学, 応用生物学部, 教授 (30139901)
Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2011: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords画像処理 / 天ぷら調理 / 調理解析 / できあがり評価 / テクスチャ解析 / 共起画像特徴 / 動画像処理 / てんぷら / 天ぷら / おいしさ評価 / 調理評価 / パターン認識
Research Abstract

The crisp of batter is an important factor in tempura cooking, and it is closely related to the taste. In this research, in order to analyze the process of tempura cooking, we estimated the process of temporal sequence changes of the shimmering state of the oil surface by using image texture analysis. The image of the oil surface includes shimmering caused by bubbles and waves during cooking. In order to evaluate this texture image, we introduced the co-occurrence matrix. To analyze the correspondence between evaporation of moisture and the co-occurrence by PLS regression, the effectiveness of our proposed method was confirmed by experiments under the condition of the oil temperature.
The tempura batter after cooking is evaluated by the image processing, the rupture analysis and the sensory test, and these are also analyzed by PLS regression. From these results, a high correlation between the image feature of the tempura batter and the rapture analysis was confirmed.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (7 results)

All 2012 2011 Other

All Presentation (6 results) Remarks (1 results)

  • [Presentation] Evaluation of TEMPURA cooking method by using gray-level co-occurrence matrix2012

    • Author(s)
      Makoto Wada, Kunihito Kato, Noriko Ogawa, Yasushi Yamada, Yoshihiro Ueda, Michio Kasai
    • Organizer
      The 2012 International Workshop on Advanced Image Technology
    • Place of Presentation
      Majestic Hotel Saigon, ホーチミン, ベトナム
    • Year and Date
      2012-01-10
    • Related Report
      2013 Final Research Report
  • [Presentation] Evaluation of TEMPURA cooking method by using gray-level co-occurrence matrix2012

    • Author(s)
      Makoto Wada, Kunihito Kato, Noriko Ogawa, Yasushi Yamada, Yoshihiro Ueda, Michio Kasai
    • Organizer
      The 2012 International Workshop on Advanced Image Technology
    • Place of Presentation
      Hotel Majestic Saigon, Ho Chi Minh City, Vietnam
    • Related Report
      2011 Research-status Report
  • [Presentation] 共起ヒストグラムを用いた天ぷら衣の形状推定に関する研究2011

    • Author(s)
      和田真, 加藤邦人, 山本和彦, 小川宣子, 山田和, 小林由実, 上田善博, 笠井通雄
    • Organizer
      平成23年度電気関係学会東海支部連合大会2011
    • Place of Presentation
      三重大学
    • Year and Date
      2011-09-26
    • Related Report
      2013 Final Research Report
  • [Presentation] 動画像処理を用いた天ぷら調理解析に関する研究2011

    • Author(s)
      和田真, 加藤邦人, 山本和彦, 小川宣子, 山田和, 小林由実, 上田善博, 笠井通雄
    • Organizer
      精密工学会・画像応用技術専門委員会サマーセミナー2011
    • Place of Presentation
      上諏訪温泉かたくら諏訪湖ホテル
    • Year and Date
      2011-08-29
    • Related Report
      2013 Final Research Report
  • [Presentation] 動画像処理を用いた天ぷら調理解析に関する研究2011

    • Author(s)
      和田真, 加藤邦人, 山本和彦, 小川宣子, 山田和, 小林由実, 上田善博,笠井通雄
    • Organizer
      精密工学会・画像応用技術専門委員会サマーセミナー2011
    • Place of Presentation
      上諏訪温泉 かたくら 諏訪湖ホテル
    • Related Report
      2011 Research-status Report
  • [Presentation] 共起ヒストグラムを用いた天ぷら衣の形状推定に関する研究2011

    • Author(s)
      和田真, 加藤邦人, 山本和彦, 小川宣子, 山田和, 小林由実, 上田善博,笠井通雄
    • Organizer
      平成23年度電気関係学会東海支部連合大会
    • Place of Presentation
      三重大学
    • Related Report
      2011 Research-status Report
  • [Remarks]

    • URL

      http://www.cv.info.gifu-u.ac.jp

    • Related Report
      2013 Final Research Report

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Published: 2011-08-05   Modified: 2019-07-29  

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