Rchr
J-GLOBAL ID：202001018569607364
Update date: May. 17, 2026
GUO Wei
カク イ | GUO Wei
Affiliation and department：
Job title：
Associate Professor
Research field (1)：
Agricultural environmental and information engineering
Research keywords (1)：
Agricultural Informatics, Plant Phenomics, Machine Learning, Image Processing
Research theme for competitive and other funds (9)：
- 2025 - 2029 From Varieties to Variety Mixtures: Measuring and Modeling Interactions and Developing Methods for Optimizing Variety Combinations
- 2025 - 2029 Realization of spatiotemporal generative data augmentation and elucidation of model collapse conditions
- 2024 - 2027 トウモロコシ地上部の受風態勢改善による耐倒伏性の強化
- 2022 - 2027 Eco-friendly management in direct-seeded rice systems for monsoon Asia using weed-competitive cultivars
- 2021 - 2024 Redesigning ideal crop canopy architecture using drone-based phenotyping techniques
- 2020 - 2023 品種間差異を利用したハスの花の発熱・恒温性機能の解明
- 2019 - 2022 Conservation Planning for a Depopulating World
- 2018 - 2022 Reassessment of the role of wild grass and weed species in the agro-ecosystem services for adaptive crop and natural resource management
- 2018 - 2021 Development of a new evaluation method for biomass in rice with a high-throughput phenotyping system
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Papers (85)：
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Yuto Imachi, Kunihiro Tanaka, Minato Miyauchi, Kyosuke Miyamoto, Masahiro Okada, Pieter M. Blok, Wei Guo, Hiroyoshi Iwata. Unmanned aerial vehicle-based spatiotemporal phenotyping and growth modeling for forecasting potato yield. The Plant Phenome Journal. 2026
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Christopher P Levine, Keiichiro Tanigawa, Yu Wakabayashi, Wei Guo, Yuchen Qu, Ichiro Terashima, Wataru Yamori. Far-red light in early growth stages boosts lettuce biomass and preserves anthocyanins. Annals of Botany. 2026
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Irena Drofova, Haozhou Wang, Wei Guo, Naoya Katsuhama, James Burridge, Pieter M. Blok, Milan Adamek. Color Vision in Digital Twin Creation Using Photogrammetry in Sustainable Agriculture 4.0. Sustainability. 2026
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Xiaonan Hu, Xuebing Li, Jinyu Xu, Abdulkadir Duran Adan, Letian Zhou, Xuhui Zhu, Yanan Li, Wei Guo, Shouyang Liu, Wenzhong Liu, et al. TasselNetV4: A vision foundation model for cross-scene, cross-scale, and cross-species plant counting. ISPRS Journal of Photogrammetry and Remote Sensing. 2026
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Jie Li, Wei Guo, Wenli Zhang. Graph-SENet: An Unsupervised Learning-Based Graph Neural Network for Skeleton Extraction from Point Cloud. Future Internet. 2025
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MISC (26)：
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田口和憲, 兒玉晋洋, 西中未央, 井上博喜, GUO W., 西場洋一. Development of a sweet potato spoilage risk detection system trained from 3D data. 育種学研究. 2024. 26
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兒玉晋洋, 田口和憲, 西中未央, GUO W. An Efficient training image dataset creation pipeline for sweet potato spoilage risk diagnosis model using 3D data. 育種学研究. 2024. 26
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田口和憲, 兒玉晋洋, 西中未央, 郭威. サツマイモ塊根の形状および表皮症状の3Dデータベースの作成. 根の研究. 2024. 33
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兒玉晋洋, 田口和憲, 西中未央, 郭威. 3Dデータを活用したサツマイモ軟腐病のリスク診断AIの作成. 根の研究. 2024. 33
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福本勇太, CHEN T., CHEN T., 岡田昌宏, 戸田悠介, 大森良弘, 山崎裕司, 高橋宏和, 高梨秀樹, 津田麻衣, et al. Fusion of remote sensing data collected at different scales through statistical modeling. 育種学研究. 2024. 26
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Patents (1)：
Books (7)：
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コンピュータビジョン最前線
共立出版 2023 ISBN:9784320125476
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Plant omics : advances in big data biology
CABI 2022 ISBN:9781789247510
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Plant omics : advances in big data biology
CABI 2022 ISBN:9781789247510
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スマート農業の現場実装と未来の姿
北海道協同組合通信社 2019 ISBN:9784864530682
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Hyperspectral Remote Sensing of Vegetation, Second Edition
CRC Press 2019
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Lectures and oral presentations (13)：
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植物3次元再構築における生成AIの有効性の検証
(農業情報学会2024春期大会, 人工知能部会オーガナイズドセッション「農業AI研究の新展開」 2024)
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農業における生成AI有効性:果実検出タスクを焦点として
(農業情報学会2024春期大会, 人工知能部会オーガナイズドセッション「農業AI研究の新展開」 2024)
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Understanding Insect Pollination Behavior Through Deep Learning Analysis of Periodically Taken Images
(The 6th CIGR International Conference 2024 2024)
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High-throughput 3D Shape Completion of Potato Tubers on a Harvester
(The 6th CIGR International Conference 2024 2024)
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Multi-camera systems with open-source software PREPs for precise phenotyping
(The 6th CIGR International Conference 2024 2024)
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Education (1)：
- 2011 - 2014 The University of Tokyo Graduate School of Agricultural and Life Sciences Global Agricultural Sciences
Professional career (1)：
- PhD (The University of Tokyo)
Work history (1)：
- 2022/11 - 現在 The University of Tokyo Graduate School of Agricultural and Life Sciences Associate Professor
Committee career (4)：
- 2026/04 - 現在 日本育種学会 代議員
- 2023 - 現在 AAAS, SPJ, Plant Phenomics Senior Editor
- 2017/04 - 現在 Japanese Society of Agricultural Informatics Director
- 2017/04 - 現在 Japanese Society of Agricultural Informatics Councilor
Awards (9)：
- 2025/05 - Japanese Society of Agricultural Informatics Outstanding Contribution Award
- 2025/03 - Japanese Society of Breeding The JSB Young Scientist Award
- 2024/05 - CIGR 2024 Organizing Committee CIGR 2024 Best Poster Presentation Awards An Improved Handy LiDAR System with RTK-GPS for Precision Phenotyping and Remote Sensing
- 2022/05 - Japanese Society of Agricultural Informatics Shinnourin International Award
- 2020/05 - Japanese Society of Agricultural Informatics Young Researcher's Award
- 2019/09 - Japanese Society of Breeding Best presentation award of 136th Meeting of the Japanese Society of Breeding
- 2019/04 - AIP Network Laboratory, JST Director Award
- 2019/03 - Society of Instrument and Control Engineers Best Presentation Award of SI 2018
- 2016/12 - Japanese Society of Breeding Best presentation award of 130th Meeting of the Japanese Society of Breeding
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Association Membership(s) (2)：
Japanese Society of Breeding
, Japanese Society of Agricultural Informatics
