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Development of fundamental technologies to improve the productivity of beef cattle by individual precision management

Research Project

Project/Area Number 26252044
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Agricultural environmental engineering/Agricultural information engineering
Research InstitutionKyoto University

Principal Investigator

Kondo Naoshi  京都大学, 農学研究科, 教授 (20183353)

Co-Investigator(Kenkyū-buntansha) 北川 政幸  京都大学, 農学研究科, 准教授 (00144923)
福島 護之  兵庫県立農林水産技術総合センター, その他部局等, その他 (60463395)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥41,080,000 (Direct Cost: ¥31,600,000、Indirect Cost: ¥9,480,000)
Fiscal Year 2016: ¥6,630,000 (Direct Cost: ¥5,100,000、Indirect Cost: ¥1,530,000)
Fiscal Year 2015: ¥10,920,000 (Direct Cost: ¥8,400,000、Indirect Cost: ¥2,520,000)
Fiscal Year 2014: ¥23,530,000 (Direct Cost: ¥18,100,000、Indirect Cost: ¥5,430,000)
Keywords牛肉 / マシンビジョン / 畜産 / 精密農業 / 精密畜産 / 肉牛 / データベース
Outline of Final Research Achievements

Controlling serum Vitamin A level (VA) is an important practice in Japanese Black Cattle livestock farmers to increase BMS (Beef Marbling Standard). To estimate VA from pupil images, pupil image capturing devices were made by trial. These devices were set at the drinking places and pupil images were captured when cattle were drinking. The image of embroidered pattern on the collar of the cattle was also captured by a camera to identify each cattle. The pupil images were processed and extracted the pupil color, the light reflex at the eyeball surface and the constriction amplitude of pupil shape in response to the lighting of LED. These extracted parameters correlated with VA. After shipping of 40 cattle which were produced by five bulls, the yield and the quality of the meat were investigated. Comparing among the cattle produced by the same bull, the meat of the cattle whose VA were controlled in low level had a tendency of high BMS values.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (16 results)

All 2017 2016 2015 2014 Other

All Presentation (14 results) (of which Invited: 1 results) Book (1 results) Remarks (1 results)

  • [Presentation] Dynamic Cattle Behavioral Classification Using Convolution Neural Network by 3-axis Accelerometer2017

    • Author(s)
      Peng Yingqi, Naoshi Kondo, Tateshi Fujiura, Tetsuhito Suzuki, Masaya Mori, Zhouyuan, Atsuyoshi Kiji, Hidetsugu Yoshioka, Erina Itoyama, Noriyasu Matsuhira, Hiroaki Murakami, Hiroshi Nagase, Shouko Kitamura.
    • Organizer
      農業食料工学会第76回年次大会
    • Place of Presentation
      東京農業大学
    • Year and Date
      2017-09-07
    • Related Report
      2016 Annual Research Report
  • [Presentation] Relationship between Vitamin A Level Changes of Japanese Black Cattle and Light Reflection Intensity on Automatic Cattle Eye Image Acquisition System2017

    • Author(s)
      Wulandari, Naoshi Kondo, Tateshi Fujiura, Tetsuhito Suzuki, Masaya Mori, Zhou Yuan, Atsuyoshi Kiji, Moriyuki Fukushima, Namiko Kohama, Hidetsugu Yoshioka
    • Organizer
      農業食料工学会第76回年次大会
    • Place of Presentation
      東京農業大学
    • Year and Date
      2017-09-07
    • Related Report
      2016 Annual Research Report
  • [Presentation] 放射温度計を用いた黒毛和種の非接触体温計測2017

    • Author(s)
      森雅哉,近藤直,鈴木哲仁,Wulandari,Zhou Yuan,増本忠久,Peng Yingqi,木地厚良,福島護之,小浜美菜子,藤浦建史
    • Organizer
      農業食料工学会第76回年次大会
    • Place of Presentation
      東京農業大学
    • Year and Date
      2017-09-07
    • Related Report
      2016 Annual Research Report
  • [Presentation] Estimation of Serum Vitamin A Level of Japanese Black Cattle by Automated Pupil Color Image Analysis2017

    • Author(s)
      Yuan Zhou, Naoshi Kondo, Tateshi Fujiura, Tetsuhito Suzuki, Wulandari, Masaya Mori, Moriyuki Fukushima, Namiko Kohama, Hidetsugu Yoshioka
    • Organizer
      農業食料工学会第76回年次大会
    • Place of Presentation
      東京農業大学
    • Year and Date
      2017-09-07
    • Related Report
      2016 Annual Research Report
  • [Presentation] Features and Serum Vitamin A Level in Japanese Black Cattle by Automatic Image Acquisition System2016

    • Author(s)
      Wulandari, Kondo Naoshi, Fujiura Tateshi, Ogawa Yuichi, Suzuki Tetsuhito, Amry F., Zhou Yuan, Mori Masaya, Kiji Atsuyoshi, Fukushima Moriyuki, Kohama Namiko, Yoshioka Hidetsugu, Nakajima Shusaku
    • Organizer
      農業食料工学会第75回年次大会
    • Place of Presentation
      京都大学
    • Year and Date
      2016-05-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] An Automatic Image Acquisition System using Pupil Light Reflex Analysis for Prediction of Serum Vitamin A Levels in Japanese Black Cattle2016

    • Author(s)
      Amry F., Kondo Naoshi, Fujiura Tateshi, Ogawa Yuichi, Suzuki Tetsuhito,Nakajima Shusaku, Mori Masaya, Wulandari, Zhou Yuan, Kiji Atsuyoshi, Habaragamuwa Harshana, Fukushima Moriyuki, Kohama Namiko, Yoshioka Hidetsugu
    • Organizer
      農業食料工学会第75回年次大会
    • Place of Presentation
      京都大学
    • Year and Date
      2016-05-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] Correlation between Pupil Surface Reflectance Features and Serum Vitamin A Level on Japanese Black Cattle by Automatic Image Acquisition System2016

    • Author(s)
      ZHOU YUAN, Kondo Naoshi, Fujiura Tateshi, Ogawa Yuichi, Suzuki Tetsuhito, Amry F., Mori Masaya, Wulandari Wulandari, Kiji Atsuyoshi, Fukushima Moriyuki, Kohama Namiko, Yoshioka Hidetugu, Yoshioka Hidetugu, Nakajima Shusaku
    • Organizer
      農業食料工学会第75回年次大会
    • Place of Presentation
      京都大学
    • Year and Date
      2016-05-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] 放射温度計を用いた黒毛和種の目周辺の温度計測2016

    • Author(s)
      森 雅哉,Amry F.,中島周作,福島護之,小浜菜美子,藤浦建史,鈴木哲仁,小川雄一,近藤 直
    • Organizer
      農業食料工学会 関西支部 第135回例会
    • Place of Presentation
      神戸大学
    • Year and Date
      2016-03-02
    • Related Report
      2015 Annual Research Report
  • [Presentation] 放射温度計を用いた体表温度計測による黒毛和種の体温の推定2015

    • Author(s)
      藤浦 建史,Amry F.,Yingqi Peng,木地 厚良,鈴木 哲人,小川 雄一,近藤 直,福島 護之,小浜 菜美子,中島 周作,森 雅哉
    • Organizer
      農業食料工学会関西支部第134回例会
    • Place of Presentation
      ヤンマーミュージアム
    • Year and Date
      2015-10-10
    • Related Report
      2015 Annual Research Report
  • [Presentation] 肉用牛の肥育過程における情報化2015

    • Author(s)
      近藤 直
    • Organizer
      農業環境工学関連5 学会2015 年合同大会
    • Place of Presentation
      岩手大学
    • Year and Date
      2015-09-16
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] 情報化のための黒毛和種のセンシングシステムの開発2015

    • Author(s)
      中島 周作,森 雅哉,藤浦 建史,鈴木 哲仁,小川 雄一,福島 護之,小浜 菜美子,北川 政幸,吉岡 秀貢,近藤 直
    • Organizer
      農業環境工学関連5 学会2015 年合同大会
    • Place of Presentation
      岩手大学
    • Year and Date
      2015-09-16
    • Related Report
      2015 Annual Research Report
  • [Presentation] 黒毛和種における精密畜産のための瞳孔画像自動入力装置の試作と評価2015

    • Author(s)
      森迫龍也
    • Organizer
      農業食料工学会 関西支部 第133回例会
    • Place of Presentation
      京都大学
    • Year and Date
      2015-03-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] Automatic pupil image capture system for serum vitamin A levelestimation in beef cattle2014

    • Author(s)
      森迫龍也
    • Organizer
      農業食料工学会関西支部第132回例会
    • Place of Presentation
      岐阜大学
    • Year and Date
      2014-09-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] Machine Vision System for Higher Quality Image Acquisition - Fluorescence imaging for slight defect detection on fruit surface and beef cattle pupil image for serum vitamin A measurement2014

    • Author(s)
      近藤 直
    • Organizer
      HE 5TH INTERNATIONAL WORKSHOP ON APPLICATIONS OF COMPUTER IMAGE ANALYSIS AND SPECTROSCOPY IN AGRICULTURE, ASABE
    • Place of Presentation
      Montreal, Canada
    • Year and Date
      2014-07-12
    • Related Report
      2014 Annual Research Report
  • [Book] 生物センシング工学 -音と光による生物計測-2016

    • Author(s)
      近藤 直,ほか
    • Total Pages
      202
    • Publisher
      コロナ社
    • Related Report
      2016 Annual Research Report
  • [Remarks] 生体計測とその応用

    • URL

      http://www.aptech.kais.kyoto-u.ac.jp/summary/sum3.html

    • Related Report
      2014 Annual Research Report

URL: 

Published: 2014-04-04   Modified: 2018-03-22  

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