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Affiliation and department：
Job title： Associate Professor
Papers (74)：
MISC (20)：
Patents (1)：
Books (7)：
Lectures and oral presentations (13)：
Education (1)：
Professional career (1)：
Work history (1)：
Committee career (3)：
Awards (8)：
Association Membership(s) (2)：
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Graduate School of Agricultural and Life Sciences, The University of Tokyo Institute for Sustainable Agro-ecosystem Services (ISAS)
About Graduate School of Agricultural and Life Sciences, The University of Tokyo Institute for Sustainable Agro-ecosystem Services (ISAS)
Job title： Associate Professor
Research keywords (1)：
Agricultural Informatics, Plant Phenomics, Machine Learning, Image Processing
Research theme for competitive and other funds (7)： - 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
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- Tang Li, James Burridge, Pieter M. Blok, Wei Guo. A Patch-Level Data Synthesis Pipeline Enhances Species-Level Crop and Weed Segmentation in Natural Agricultural Scenes. Agriculture. 2025
- Juan Zhang, Xiaojun Liu, Jinhao Gao, Wei Guo, Jianfeng Zhang, Wentao Jiao. Water involved in transformation of soil organo-mineral fractions during catalytic thermal desorption of dioxins-like polychlorinated biphenyls. Journal of Cleaner Production. 2025
- Haruka Sano, Naoko Miura, Minoru Inamori, Yamato Unno, Wei Guo, Sachiko Isobe, Kazutaka Kusunoki, Hiroyoshi Iwata. Quantitative Genetic Aspects of Accuracy of Tree Biomass Measurement Using LiDAR. Remote Sensing. 2024
- Sylvain Grison, Rajath Siddaganga, Shrihari Hegde, James Burridge, Pieter M. Blok, Smitha Krishnan, Axel Brockmann, Wei Guo. Unraveling Honey Bee’s Waggle Dances in Natural Conditions with Video-Based Deep Learning. 2024
- Atsushi Itoh, Stephen Njehia Njane, Masayuki Hirafuji, Wei Guo. PREPs: An open-source software for high-throughput field plant phenotyping. Plant Phenomics. 2024. 6. 0221
- 田口一輝, 田口和憲, 石井昌範, GUO Wei, 加藤洋一郎. Cultivar Difference in Adaptation to Multiple Stem Harvesting in Sweet Potato and the Relevant Growth Characteristics. 日本作物学会講演会要旨集. 2023. 255th
- 平藤雅之, GUO Wei, 伊藤淳士, 田口和憲. Yield Prediction using time series data of sugar beets. 農業環境工学関連学会合同大会講演要旨集(CD-ROM). 2023. 2023
- 佐野春香, 海野大和, 郭威, 三浦直子, 楠和隆, 岩田洋佳. カラマツの成長とフェノロジーのリモートセンシング計測法の開発. 日本森林学会大会学術講演集. 2023. 134th
- 深野祐也, 郭威. ドローン空撮支援型の圃場試験によるコムギ収量を増加させるダイズ形質の探索. 日本農業気象学会全国大会講演要旨/Proceedings of International Symposium on Agricultural Meteorology. 2022. 2022 (CD-ROM)
- 井町勇登, 戸田悠介, 大森良弘, 山崎裕司, 高橋宏和, 高梨秀樹, 津田麻衣, 鐘ヶ江弘美, 辻本壽, 加賀秋人, et al. Quantitative evaluation and genetic analysis of soybean drought tolerance using deep learning models for classification of wilting. 育種学研究. 2022. 24
Books (7)：
- コンピュータビジョン最前線
共立出版 2023 ISBN:9784320125476 - Plant omics : advances in big data biology
CABI 2022 ISBN:9781789247510 - Plant omics : advances in big data biology
CABI 2022 ISBN:9781789247510 - 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 - Hyperspectral Remote Sensing of Vegetation, Second Edition
CRC Press 2019
-
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) -
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) -
Understanding Insect Pollination Behavior Through Deep Learning Analysis of Periodically Taken Images
(The 6th CIGR International Conference 2024 2024) -
High-throughput 3D Shape Completion of Potato Tubers on a Harvester
(The 6th CIGR International Conference 2024 2024) -
Multi-camera systems with open-source software PREPs for precise phenotyping
(The 6th CIGR International Conference 2024 2024)
- 2011 - 2014 The University of Tokyo Graduate School of Agricultural and Life Sciences Global Agricultural Sciences
- PhD (The University of Tokyo)
- 2022/11 - 現在 The University of Tokyo Graduate School of Agricultural and Life Sciences Associate Professor
- 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
- 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
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