Development of fundamental technologies to improve the productivity of beef cattle by individual precision management
| Project/Area Number |
26252044
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| Research Category |
Grant-in-Aid for Scientific Research (A)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Agricultural environmental engineering/Agricultural information engineering
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| Research Institution | Kyoto University |
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Principal Investigator |
Kondo Naoshi 京都大学, 農学研究科, 教授 (20183353)
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| 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)
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| Project Period (FY) |
2014-04-01 – 2017-03-31
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| Project Status |
Completed (Fiscal Year 2016)
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| 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)
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| 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 |
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| 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.
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Report
(4 results)
Research Products
(16 results)
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[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
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[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
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[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
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[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
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