Development of Real-time Feature Extraction System for Meteorological Environment and Image Information and Its Application to Agricultural Production
| Project/Area Number |
15K07677
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Multi-year Fund |
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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 | Kyushu University |
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Principal Investigator |
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| Co-Investigator(Kenkyū-buntansha) |
井上 英二 九州大学, 農学研究院, 教授 (00184739)
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| Project Period (FY) |
2015-04-01 – 2018-03-31
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| Project Status |
Completed (Fiscal Year 2017)
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| Budget Amount *help |
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
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| Keywords | 農業情報 / 圃場環境モニタリング / 省電力無線 / 植物体画像計測 / 特徴量抽出 / RGB-Dセンサ / 画像処理 / 生育量計測 / マルチコプタ / RGB・深度画像 |
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| Outline of Final Research Achievements |
This study aims to develop a measurement and extraction system for meteorological environmental information and plant growth features as the objectives on advancement of agricultural production system and application to plant phenotyping research, and to verify its validity. It was clarified that the developed system was able to continuously measure meteorological environmental information for a long time in an actual cultivation field, and further to accurately extract plant growth features such as plant height, leaves’ status, plant motion and germination count.
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Report
(4 results)
Research Products
(41 results)
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[Journal Article] Development of a Field Environmental Monitoring Node with Over the Air Update Function2016
Author(s)
Nugroho, A.P. Okayasu, T., Horimoto, M., Arita, D., Hoshi, Kurosaki, H., Yasuba, K., Inoue, E., Hirai, Y., Mitsuoka, M., Sutiarso, L.
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Journal Title
Agricultural Information Research
Volume: 25
Issue: 3
Pages: 86-95
DOI
NAID
ISSN
0916-9482, 1881-5219
Related Report
Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
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[Journal Article] Plant growth evaluation for leaf vegetables using simple field monitoring system2016
Author(s)
Okayasu, T., Tanaka, D., Sakai, A., Sakai, Y., Shimada, K., Awai, K., Inoue, E., Hirai, Y., Mitsuoka, M.
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Journal Title
Proceedings of International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB) 2016
Volume: 1
Pages: 603-608
Related Report
Int'l Joint Research / Acknowledgement Compliant
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[Journal Article] Automatic leaf motion analysis using optical flow to diagnose plant behavior in response to environmental changes, roceedings of International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB) 20162016
Author(s)
Nugroho, A. P., Okayasu, T., Sakai, A., Inoue, E., Hirai, Y., Mitsuoka, M., Sutiarso, L.
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Journal Title
Proceedings of International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB) 2016
Volume: 1
Pages: 848-853
Related Report
Int'l Joint Research / Acknowledgement Compliant
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[Journal Article] Effective investigation of 3D feature value extraction for plant body surface using RGB-D sensor2016
Author(s)
Sakai, A., Okayasu, T., Yoshinaga, T., Nugroho, A. P., Arita, D., Inoue, E., Hirai, Y., Mitsuoka, M.
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Journal Title
Proceedings of International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB) 2016
Volume: 1
Pages: 854-858
Related Report
Int'l Joint Research / Acknowledgement Compliant
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[Journal Article] Quantification of 2D Lateral Leaf Motion on Mature Plants Foliage using Optical Flow to Study the Circadian Rhythms2016
Author(s)
Nugroho, A.P., Okayasu, T., Taniguchi, R., Inoue, E., Hirai, H., Mitsuoka, M., Sutiarso, L.
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Journal Title
Proceesings of the 2nd International Symposium on Agricultural and Biosystem Engineering
Volume: 1
Related Report
Int'l Joint Research / Acknowledgement Compliant
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[Presentation] Smart Agriculture Framework and Its Implementation to Open-Field Tropical Horticulture Production2016
Author(s)
Nugroho, A.P. Okayasu,T., Inoue, E., Hirai, Y., Mitsuoka, M., Sutiarso, L.
Organizer
70 th Annual Meeting on Kyushu Branch of The Japanese Society of Agricultural Machinery and Food Engineers
Place of Presentation
Fukuoka
Related Report
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