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 (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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Papers (66)：

Kazunori Taguchi, Guo Wei, James Burridge, Atsushi Ito, Njane Stephen Njehia, Hiroaki Matsuhira, Yasuhiro Usui, Masayuki Hirafuji. High throughput prediction of sugar beet root weight and sugar content in a breeding field using UAV derived growth dynamics. Plant Phenomics. 2024
Wenli Zhang, Xinyu Peng, Tingting Bai, WANG HAOZHOU, Daisuke Takata, WEI GUO. A UAV-Based Single-Lens Stereoscopic Photography Method for Phenotyping the Architecture Traits of Orchard Trees. Remote Sensing. 2024
Wenli Zhang, Yuxin Liu, Chenhuizi Wang, Chao Zheng, Guoqiang Cui, Wei Guo. EasyDAM_V4: Guided-GAN-based cross-species data labeling for fruit detection with significant shape difference. Horticulture Research. 2024
Huimin Wang, Hao Yin, Haitao Li, Gengchen Wu, Wei Guo, Kaijie Qi, Shutian Tao, Shaoling Zhang, Seishi Ninomiya, Yue Mu. Quantitative 2D fruit shape analysis of a wide range of pear genetic resources toward shape design breeding. Scientia Horticulturae. 2024. 327
Andrés Aguilar Ariza, Naoyuki Sotta, Toru Fujiwara, Wei Guo, Takehiro Kamiya. A Multi-Target Regression Method to Predict Element Concentrations in Tomato Leaves Using Hyperspectral Imaging. Plant Phenomics. 2024

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MISC (20)：

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

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Patents (1)：

Books (7)：

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Lectures and oral presentations (13)：

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)

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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)：

Work history (1)：

2022/11 - 現在 The University of Tokyo Graduate School of Agricultural and Life Sciences Associate Professor

Committee career (3)：

Awards (7)：

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

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Association Membership(s) (2)：

Japanese Society of Breeding , Japanese Society of Agricultural Informatics

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