• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Development of an automatic detection system of estrus period for cows by complementary use of distance image and video image on plane

Research Project

Project/Area Number 15K14844
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Animal production science
Research InstitutionUniversity of Miyazaki

Principal Investigator

Thi Thi Zin  宮崎大学, 工学部, 教授 (30536959)

Co-Investigator(Kenkyū-buntansha) Pyke Tin  宮崎大学, 国際連携センター, 客員教授 (70536961)
小林 郁雄  宮崎大学, 農学部, 准教授 (20576293)
椎屋 和久  宮崎大学, 工学部, 助教 (00347048)
濱 裕光  大阪市立大学, 大学院工学研究科, 名誉教授 (20047377)
Research Collaborator KAWANO Hiroyuki  株式会社南日本ネットワーク, 営業部
Project Period (FY) 2015-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Keywords繁殖 / 発情期自動検知 / 個体識別 / 距離画像 / 牛の行動パターン / スタンディング / マウンティング
Outline of Final Research Achievements

In this research, we aimed to develop an automatic detection system of estrus period for cows by complementary use of distance image and video image. Although the detection rate largely depends on the situation, it was confirmed through experiments that the accuracy is higher than the conventional method including nighttime. In addition, we have proposed a new algorithm to identify and track cow's individuals for the automatic detection and identification of the cow in estrus behavior, and confirmed its effectiveness through experiments at ranches.

Report

(3 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • Research Products

    (13 results)

All 2017 2016 2015

All Journal Article (4 results) (of which Peer Reviewed: 4 results,  Acknowledgement Compliant: 2 results) Presentation (8 results) (of which Int'l Joint Research: 5 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] The Identification of Dairy Cows Using Image Processing Techniques2016

    • Author(s)
      Thi Thi Zin, S. Sakurai, K. Sumi, I. Kobayashi, H. Hama
    • Journal Title

      ICIC Express Letters, Part B: Applications

      Volume: Vol. 7 (8) Pages: 1857-1861

    • NAID

      40021056001

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A study of cow detection and extraction using feature of contrast rate2016

    • Author(s)
      Kosuke Sumi, Thi Thi Zin, Thu Zar Tint, Tin Myint Naing
    • Journal Title

      International Journal of Research in Advanced Engineering and Technology

      Volume: Vol. 2 Pages: 5-7

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Automatic Target Tracking System Based on Local and Global Features2016

    • Author(s)
      Thi Thi Zin and K. Yamada
    • Journal Title

      Advances in Intelligent Systems and Computing, Springer, Cham

      Volume: Vol. 536 Pages: 255-264

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Cow identification by using shape information of pointed pattern2015

    • Author(s)
      K. Sumi, I. Kobayashi, Thi Thi Zin
    • Journal Title

      Genetic and Evolutionary Computing: Advances in Intelligent Systems and Computing 388, Springer

      Volume: Volume II Pages: 273-280

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Presentation] ホルスタインの白黒模様を用いた個体識別2017

    • Author(s)
      高松聖之、ティティズイン、小林郁雄
    • Organizer
      電気学会知覚情報/次世代産業システム合同研究会
    • Place of Presentation
      宮崎大学、日本
    • Related Report
      2016 Annual Research Report
  • [Presentation] 牛の分娩監視における行動解析に関する研究2017

    • Author(s)
      須見公祐、ティティズイン、小林郁雄
    • Organizer
      電気学会知覚情報/次世代産業システム合同研究会
    • Place of Presentation
      宮崎大学、日本
    • Related Report
      2016 Annual Research Report
  • [Presentation] 3Dカメラを用いた牛のBCS予測システムの構築2017

    • Author(s)
      今村颯介、ティティズイン、小林郁雄
    • Organizer
      電気学会知覚情報/次世代産業システム合同研究会
    • Place of Presentation
      宮崎大学、日本
    • Related Report
      2016 Annual Research Report
  • [Presentation] A General Video Surveillance Framework for Cow Behavior Analysis2016

    • Author(s)
      Thi Thi Zin, I. Kobayashi, Pyke Tin, H. Hama
    • Organizer
      Proc. of The Third Intl. Conf. on Computing Measurement Control and Sensor Network (CMCSN-2016)
    • Place of Presentation
      松江市、島根県、日本
    • Year and Date
      2016-05-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estrus Detection for Dairy Cow Using a Laser Range Sensor2016

    • Author(s)
      Thi Thi Zin, H. Kai, K. Sumi, I. Kobayashi, H. Hama
    • Organizer
      Proc. of CMCSN-2016
    • Place of Presentation
      松江市、島根県、日本
    • Year and Date
      2016-05-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estrus Detection for Dairy Cow Using a Laser Range Sensor2016

    • Author(s)
      Thi Thi Zin, H. Kai, K. Sumi, I. Kobayashi, H. Hama
    • Organizer
      Proceedings of The 3rd International Conference on Computing Measurement Control and Sensor Network
    • Place of Presentation
      Matsue, Japan
    • Year and Date
      2016-05-19
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] A General Video Surveillance Framework for Cow Behavior Analysis2016

    • Author(s)
      Thi Thi Zin, I. Kobayashi, Pyke Tin, H. Hama
    • Organizer
      Proceedings of The 3rd International Conference on Computing Measurement Control and Sensor Network
    • Place of Presentation
      Matsue, Japan
    • Year and Date
      2016-05-19
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Visual analysis framework for two-person interaction2015

    • Author(s)
      Thi Thi Zin, J. Kurohane
    • Organizer
      Proceedings of The 4th IEEE Global Conf. on Consumer Electronics (GCCE 2015)
    • Place of Presentation
      Osaka, Japan
    • Year and Date
      2015-10-27
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Patent(Industrial Property Rights)] 発情検知装置、方法及びプログラム2016

    • Inventor(s)
      ティティズイン、濱裕光、小林郁雄
    • Industrial Property Rights Holder
      ティティズイン、濱裕光、小林郁雄
    • Industrial Property Rights Type
      特許
    • Filing Date
      2016-04-22
    • Related Report
      2016 Annual Research Report

URL: 

Published: 2015-04-16   Modified: 2018-03-22  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi