Wei Guo

Associate Professor, Graduate School of Agricultural and Life Sciences, The University of Tokyo

Joined

May 2024

Names

Wei Guo (Preferred)

Emails

****@g.ecc.u-tokyo.ac.jp (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Associate Professor

Graduate School of Agricultural and Life Sciences, The University of Tokyo (g.ecc.u-tokyo.ac.jp)

2021 – Present

PhD student

Graduate School of Agricultural and Life Sciences, The University of Tokyo (u-tokyo.ac.jp)

2011 – 2014

Advisors, Relations & Conflicts

PhD Advisor

Seishi Ninomiya

2010 – 2014

PhD Advisee

Masayuki Hirafuji

2010 – 2014

Expertise

UAV image processing

2011 – Present

Plant Phennomics

2010 – Present

Machine learning

2010 – Present

Publications

DODA: Diffusion for Object-detection Domain Adaptation in Agriculture
Shuai Xiang, Pieter M. Blok, James Burridge, Haozhou Wang, Wei Guo
- Submitted to ICLR 2025
- Readers: Everyone
3D reconstruction of a group of plants by the ground multi-image photogrammetry method
Irena Drofova, Haozhou Wang, Wei Guo, Martin Pospisilik, Milan Adamek, Jan Valouch
- RADIOELEKTRONIKA 2023
- Readers: Everyone
Automatic Branch-Leaf Segmentation and Leaf Phenotypic Parameter Estimation of Pear Trees Based on Three-Dimensional Point Clouds
Haitao Li, Gengchen Wu, Shutian Tao, Hao Yin, Kaijie Qi, Shaoling Zhang, Wei Guo, Seishi Ninomiya, Yue Mu
- Sensors 2023
- Readers: Everyone
Augmentation Method for High Intra-Class Variation Data in Apple Detection
Huibin Li, Wei Guo, Guowen Lu, Yun Shi
- Sensors 2022
- Readers: Everyone
Deep-Learning-Based Multispectral Image Reconstruction from Single Natural Color RGB Image - Enhancing UAV-Based Phenotyping
Jiangsan Zhao, Ajay Kumar, Balaji Naik Banoth, Balram Marathi, Pachamuthu Rajalakshmi, Boris Rewald, Seishi Ninomiya, Wei Guo
- Remote. Sens. 2022
- Readers: Everyone
Endmember-Assisted Camera Response Function Learning, Toward Improving Hyperspectral Image Super-Resolution Performance
Jiangsan Zhao, Ying Qu, Seishi Ninomiya, Wei Guo
- IEEE Trans. Geosci. Remote. Sens. 2022
- Readers: Everyone
Image-Based Phenotyping for Non-Destructive In Situ Rice (Oryza sativa L.) Tiller Counting Using Proximal Sensing
Yuki Yamagishi, Yoichiro Kato, Seishi Ninomiya, Wei Guo
- Sensors 2022
- Readers: Everyone
Extending the WILDS Benchmark for Unsupervised Adaptation
Shiori Sagawa, Pang Wei Koh, Tony Lee, Irena Gao, Sang Michael Xie, Kendrick Shen, Ananya Kumar, Weihua Hu, Michihiro Yasunaga, Henrik Marklund, Sara Beery, Etienne David, Ian Stavness, Wei Guo, Jure Leskovec, Kate Saenko, Tatsunori Hashimoto, Sergey Levine, Chelsea Finn, Percy Liang
- 2022 (modified: 16 Nov 2022)
- ICLR 2022
- Readers: Everyone
Domain Adaptation for Plant Organ Detection with Style Transfer
Chrisbin James, Yanyang Gu, Scott C. Chapman, Wei Guo, Etienne David, Simon Madec, Andries B. Potgieter, Anders Eriksson
- DICTA 2021
- Readers: Everyone
Global Wheat Head Dataset 2021: an update to improve the benchmarking wheat head localization with more diversity
Etienne David, Mario Serouart, Daniel Smith, Simon Madec, Kaaviya Velumani, Shouyang Liu, Xu Wang, Francisco Pinto Espinosa, Shahameh Shafiee, Izzat S. A. Tahir, Hisashi Tsujimoto, Shuhei Nasuda, Bangyou Zheng, Norbert Kichgessner, Helge Aasen, Andreas Hund, Pouria Sadeghi-Tehran, Koichi Nagasawa, Goro Ishikawa, Sébastien Dandrifosse et al. (15 additional authors not shown)
- CoRR 2021
- Readers: Everyone

View all 25 publications

Co-Authors

View all 116 co-authors