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Prediction of mono unsaturated fatty acid composition by computer image analysis method using fineness of marbling particles

Research Project

Project/Area Number 17580230
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Zootechnical science/Grassland science
Research InstitutionObihiro University of Agriculture and Veterinary Medicine

Principal Investigator

KUCHIDA Keigo  Obihiro University of Agriculture and Veterinary Medicine, Graduate School of Animal and Food Hygiene, Professor, 大学院畜産学研究科, 教授 (50271747)

Project Period (FY) 2005 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥3,500,000 (Direct Cost: ¥3,500,000)
Fiscal Year 2006: ¥1,200,000 (Direct Cost: ¥1,200,000)
Fiscal Year 2005: ¥2,300,000 (Direct Cost: ¥2,300,000)
Keywordsbeef cattle / image analysis / fatty acid / melting point / MUFA / 皮下脂肪 / 融点 / 黒毛和種 / 牛脂肪交雑 / 不飽和脂肪酸割合 / 和牛
Research Abstract

Mirror type digital camera for beef carcass cross section was developed by us collaborating with Hokkaido Prefectural Industrial Institute etc. in 2004. This equipment leads to take extreme high resolution digital image (4500x3000 pixel) of carcass cross section. The targets of our project were to evaluate marbling feature in detail, to investigate the relationship between marbling characteristics and chemical component of meat and to introduce objective meat evaluation method by image analysis to beef cattle breeding scheme.
1. The area of each marbling particle was ranked in descending order. The sum of the top five particle areas divided by the total area of marbling was used as a good indicator of marbling coarseness (Coarseness of 1〜5 particles). Least square means of the marbling area percentages of Japanese Black, Japanese Black×Japanese Brown, Japanese Brown, Japanese Black×Holstein (JBH), Holstein were 43.02%, 36.62%, 29.72%, 31.76% and 19.34%, respectively. These values differ … More significantly, except for those corresponding to Japanese Brown and JBH. Coarseness of 1〜5 particles of JBH (19.88) and Holstein (20.14) were significantly higher than those of other breeds (P<0.05).
2. A multiple regression analysis was performed by the REG procedure in SAS to predict the BCS number. BCS numbers evaluated by graders were used as a dependent variable, and traits obtained by the image analysis were used as independent variables which were limited to 5. Images with adjusted luminance and extracted along the outline of the rib eye had the highest determination coefficient (R^2=0.783). Ninety five point seven percent of the BCS numbers evaluated by graders were correctly predicted using BCS numbers by the image analysis, suggesting that it is possible to predict BCS numbers with high accuracy.
3. Melting point of Japanese Black steers were predicted using information from high resolution digital image of beef carcass cross section. Average of melting point was 28.22±3.24℃(19.40〜34.95). Correlation coefficients of melting point with carcass weight (0.08), BMS number (0.05), BCS number (0.18). There was no high correlation coefficient of melting point with carcass and image analysis traits. R-square value of multiple regression to predict melting point using all data including 8 investigation dates was 0.13. R-square values ranged from 0.60 to 0.86 when the multiple regression analyses were done by investigation day. Less

Report

(3 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • Research Products

    (23 results)

All 2007 2006 2005

All Journal Article (23 results)

  • [Journal Article] 枝肉格付形質および画像解析形質が牛枝肉価格に与える影響の市場間比較2007

    • Author(s)
      岡本圭介
    • Journal Title

      北海道畜産学会報 49

      Pages: 35-41

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Intermarket comparison of the influence of carcass-grading traits and image-analyzed traits on the unit price of beef carcasses2007

    • Author(s)
      Okamoto et al.
    • Journal Title

      Animal Science and Agriculture Hokkaido 49

      Pages: 35-41

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 枝肉格付形質および画像解析形質が牛枝肉価格に与える影響の市場間比較2007

    • Author(s)
      岡本圭介, 大澤剛史, 浜崎陽子, 丸山 新, 加藤貴之, 口田圭吾
    • Journal Title

      北海道畜産学会報 49

      Pages: 35-41

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 牛枝肉横断面の画像解析による第9-11肋骨間ロース部の赤肉割合の推定2006

    • Author(s)
      長谷川未央ら
    • Journal Title

      北海道畜産学会報 48

      Pages: 39-44

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 高精細枝肉横断面撮影装置からの画像を用いたBCSナンバーの推定2006

    • Author(s)
      高橋健一郎ら
    • Journal Title

      日本畜産学会報 77

      Pages: 237-244

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 黒毛和種枝肉横断面における皮下ならびに筋間脂肪の面積および面積割合の新しい推定方法2006

    • Author(s)
      大澤剛史ら
    • Journal Title

      肉用牛研究会報 81

      Pages: 30-36

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] ミラー型牛枝肉横断面撮影装置を用いた肉用品種における脂肪交雑形状特性の比較2006

    • Author(s)
      高橋健一郎ら
    • Journal Title

      日本畜産学会報 77

      Pages: 501-507

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 画像解析による牛枝肉横断面の評価とその遺伝2006

    • Author(s)
      口田圭吾ら
    • Journal Title

      動物遺伝育種研究 34

      Pages: 45-52

    • NAID

      10018644684

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 画像解析による黒毛和種去勢牛の胸最長筋と僧帽筋の特徴の検証2006

    • Author(s)
      浜崎陽子ら
    • Journal Title

      肉用牛研究会報 82

      Pages: 13-18

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Estimation of lean meat percentage of rib loin part between the 9-11th ribs for carcass cross-section of beef by computer image analysis2006

    • Author(s)
      Hasegawa et al.
    • Journal Title

      Animal Science and Agriculture Hokkaido 48

      Pages: 39-44

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Prediction of BCS number by using digital images of carcass cross sections obtained from high-resolution photographic equipment2006

    • Author(s)
      Takahashi et al.
    • Journal Title

      Nihon Chikusan Gakkaiho 77

      Pages: 237-244

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Prediction method of subcutaneous and intermuscular fat area and their area percentage on the carcass cross section in Japanese Black cattle2006

    • Author(s)
      Osawa et al.
    • Journal Title

      Bulletin of Beef Cattle Science 81

      Pages: 30-36

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Comparison of marbling feature among beef breeds using mirror type photography equipment2006

    • Author(s)
      Takahashi et al.
    • Journal Title

      Nihon Chikusan Gakkaiho 77

      Pages: 501-507

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Evaluation and genetics of carcass cross section of beef carcass by computer image analysis2006

    • Author(s)
      Kuchida et al.
    • Journal Title

      The Journal of Animal Gentics 34

      Pages: 45-52

    • NAID

      10018644684

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Investigation of the relationship between M. longissimus thoracis and Al. trapezius on Japanese Black steers b) computer image2006

    • Author(s)
      Hamasaki et al.
    • Journal Title

      Bulletin of Beef Cattle Science 82

      Pages: 13-18

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 画像解析による黒毛和種去勢牛の筋肉形状および脂肪交雑の程度における胸最長筋と僧帽筋の関連性の検証2006

    • Author(s)
      浜崎陽子, 元平康之, 瀬脇 巧, 平山由子, 大澤剛史, 岡本圭介, 口田圭吾
    • Journal Title

      肉用牛研究会報 82

      Pages: 13-18

    • Related Report
      2006 Annual Research Report
  • [Journal Article] ミラー型牛枝肉横断面撮影装置を用いた肉用品種における脂肪交雑形状特性の比較2006

    • Author(s)
      高橋健一郎, 口田圭吾, 堀 武司, 波 通隆, 小高仁重
    • Journal Title

      日本畜産学会報 77

      Pages: 501-507

    • NAID

      10025839362

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 高精細枝肉横断面撮影装置からの画像を用いたBCSナンバーの推定2006

    • Author(s)
      高橋健一郎, 堀 武司, 波 通隆, 本間稔規, 小高仁重, 口田圭吾
    • Journal Title

      日本畜産学会報 77

      Pages: 237-244

    • NAID

      10025838990

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 黒毛和種枝肉横断面における皮下ならびに筋間脂肪の面積および面積割合の新しい推定方法2006

    • Author(s)
      大澤剛史, 浜崎陽子, 日高 智, 関川三男, 佃 秀雄, 口田圭吾
    • Journal Title

      肉用牛研究会報 81

      Pages: 30-36

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 画像解析によるホルスタイン種を用いたBMSナンバー推定法ならびに異なる横断面の脂肪交雑特徴量の比較2005

    • Author(s)
      浜崎陽子ら
    • Journal Title

      日本畜産学会報 76

      Pages: 431-437

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 高解像度デジタルカメラを利用した新しい牛枝肉横断面撮影装置の開発2005

    • Author(s)
      口田圭吾ら
    • Journal Title

      肉用牛研究会報 80

      Pages: 56-62

    • NAID

      10017158729

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Prediction of BMS number by image analysis and comparison of the feature quantity of marbling in different cross sections of Holstein steers2005

    • Author(s)
      Hamasaki et al.
    • Journal Title

      Nihon Chikusan Gakkaiho 76

      Pages: 431-437

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Development of new photographing equipment for cross section of beef carcass using high resolution digital camera2005

    • Author(s)
      Kuchida et al.
    • Journal Title

      Bulletin of Beef Cattle Science 80

      Pages: 56-62

    • NAID

      10017158729

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary

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Published: 2005-04-01   Modified: 2016-04-21  

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