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Development of a System for Pig Weight Measurement by Image Analysis

Research Project

Project/Area Number 11660263
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 生物環境
Research InstitutionKitasato University

Principal Investigator

MINAGAWA Hideo  Kitasato University, Faculty of Eng. For Animal Husbandry, Assistant Professor, 獣医畜産学部, 講師 (70146520)

Project Period (FY) 1999 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥3,600,000 (Direct Cost: ¥3,600,000)
Fiscal Year 2001: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2000: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 1999: ¥1,400,000 (Direct Cost: ¥1,400,000)
KeywordsPig / Weight / Image Analysis / Projected Area / Height / Light Projection
Research Abstract

To estimate pig weight by a hand-off method, we made a device composed of a video camera and a mesh imaged slide projector.
Analysis proceeded from the image of a pig in a pen, when projecting shadow lines of lattice pattern on the pig from above with the slide projector placed at the ceiling above the waterer and taking image of the pig with the video camera fixed beside the projector. From the image of the pig, the gap in pixel of a shadow line at the border between the shoulder and the floor of the booth was measured and related with height. The specified projected image area of the pig, which lacked the image area of ears and a tail, was also measured. Then pig weight was estimated from an exponential function of the area and the height and was compared with the measured one. For the litter of 12 growing pigs in the pen, experiments to estimate pig weight were done at five times during an age of 81 days to that of 98 days. The device set at the ceiling provided a clear image of a pig standing in a normal posture while drinking water.
A mean relative error of 2.1% with 1.8% in standard deviation was obtained when estimate each pig weight. The fluctuation of error to estimate pig weight was remained, however, the device had a good prediction for the group weight of the pigs. The difference between estimated and measured mean group weights was only +0.3 kg, or 0.8% in relative error. Despite overestimating in positive side, it indicates a practical accuracy. Although a limitation in reliability to estimate pig weight remains, the method allows for rapid estimation of the weight

Report

(4 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report
  • 1999 Annual Research Report
  • Research Products

    (12 results)

All Other

All Publications (12 results)

  • [Publications] Minagawa H.: "A hand-off method to estimate pig weight by light projection and image analysis"Proc.6th Intern Livestock Environment Symp., ASAE. 72-79 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 皆川秀夫: "画像処理による豚の非接触式体重計測の開発"農業環境工学関連4学会2001年合同大会講演要旨. 98 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Minagawa H.: "A Light projection mathod to estimate pig height"Proc.1st International Conference on Swine Housing, Des Moines, Iowa, USA, ASAE Pub.701P0001 (ISBN 1-892769-10-7), ASAE. 120-125 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 皆川秀夫: "格子縞投光による豚の体重計測の開発とその体重測定への応用"日本農業気象学会2000年度全国大会・日本生物環境調節学会2000年大会合同大会講演要旨. 320-321 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Minagawa H. and Murakami T.: "A hand-off method to estimate pig weight by light projection and image analysis"Proc. 6^<th> Intern. Livestock Environment Symp., ASAE. 72-79 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Minagawa H. and Hosono D.: "A light projection method to estimate pig height"Proc. 1^<st> Intern. Conference on Swine Housing, ASAE Pub. 701P0001. 120-125 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Minagawa H.: "A hand-off method to estimate pig weight by light projection and image analysis"Proc. 6th Intern Livestock Environment Symp., ASAE. 72-79 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 皆川 秀夫: "画像処理による豚の非接触式体重計測の開発"農業環境工学関連4学会2001年合同大会講演要旨. 98 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 皆川秀夫: "格子縞投光による豚の体高計測法の開発とその体重測定への応用"日本農業気象学会2000年度全国大会 日本生物環境調節学会2000年大会合同大会講演要旨. 320-321 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Minagawa H.: "A Light projection method to estimate pig height"Proc.1^<st> International Conference on Swine Housing, ASAE Pob-701 P0001. 120-125 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 皆川 秀夫 他2名: "投光法による豚の体高計測"日本農業気象学会 1999年度全国大会 講演要旨. 226-233 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 皆川 秀夫 他5名: "拓本式および鼻紋カメラで採取した肉用牛の鼻紋の画像処理による個体識別"1999年度第96回 日本畜産学会大会 講演要旨. 107 (1999)

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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