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2020 – today
- 2025
[j7]Luxu Tian, Zhengxin Fang, Haoyu Jiang, Shouyang Liu, Hongwen Zhang, Xiuqing Fu:
Evaluation of tomato seed full-time sequence germination vigor based on improved YOLOv8s. Comput. Electron. Agric. 230: 109871 (2025)- [j6]Bing Han, Zhuangzhuang Sun, Shouyang Liu, Yuqi Cao, Jianbo He, Yifan Zhu, Hongwen Zhang, Zhengxin Fang, Xiuqing Fu
:
A wheat posture monitoring and analysis system based on keypoint detection. Comput. Electron. Agric. 239: 110928 (2025) - [j5]Tiancheng Yang, Sylvain Jay, Benoit de Solan, Yinglun Li, Chen Zhu, Shouyang Liu, Frédéric Baret:
Estimating small-grain cereal plant density at early growth stages using leaf tip density dynamics derived from submillimeter-scale RGB imagery. Comput. Electron. Agric. 239: 111053 (2025) - [i5]Junchi Zhou, Haozhou Wang, Yoichiro Kato, Tejasri Nampally, Pachamuthu Rajalakshmi, M. Balram, Keisuke Katsura, Hao Lu, Yue Mu, Wanneng Yang, Yangmingrui Gao, Feng Xiao, Hongtao Chen, Yuhao Chen, Wenjuan Li, Jingwen Wang, Fenghua Yu, Jian Zhou, Wensheng Wang, Xiaochun Hu, Yuanzhu Yang, Yanfeng Ding, Wei Guo, Shouyang Liu:
Global Rice Multi-Class Segmentation Dataset (RiceSEG): A Comprehensive and Diverse High-Resolution RGB-Annotated Images for the Development and Benchmarking of Rice Segmentation Algorithms. CoRR abs/2504.02880 (2025) - [i4]Bing Han, Chen Zhu, Dong Han, Rui Yu, Songliang Cao, Jianhui Wu, Scott C. Chapman, Zijian Wang, Bangyou Zheng, Wei Guo, Marie Weiss, Benoit de Solan, Andreas Hund, Lukas Roth, Norbert Kirchgeßner, Andrea Visioni, Yufeng Ge, Wenjuan Li, Alexis Comar, Dong Jiang, Dejun Han, Frédéric Baret, Yanfeng Ding, Hao Lu, Shouyang Liu:
FoMo4Wheat: Toward reliable crop vision foundation models with globally curated data. CoRR abs/2509.06907 (2025) - [i3]Xiaonan Hu, Xuebing Li, Jinyu Xu, Abdulkadir Duran Adan, Letian Zhou, Xuhui Zhu, Yanan Li, Wei Guo, Shouyang Liu, Wenzhong Liu, Hao Lu:
TasselNetV4: A vision foundation model for cross-scene, cross-scale, and cross-species plant counting. CoRR abs/2509.20857 (2025) - 2023
- [j4]Tiancheng Yang, Sylvain Jay, Yangmingrui Gao, Shouyang Liu, Frédéric Baret:
The balance between spectral and spatial information to estimate straw cereal plant density at early growth stages from optical sensors. Comput. Electron. Agric. 215: 108458 (2023) - 2022
- [j3]Linyuan Li, Xihan Mu, Francesco Chianucci, Jianbo Qi, Jingyi Jiang, Jiaxin Zhou, Ling Chen, Huaguo Huang, Guangjian Yan, Shouyang Liu:
Ultrahigh-resolution boreal forest canopy mapping: Combining UAV imagery and photogrammetric point clouds in a deep-learning-based approach. Int. J. Appl. Earth Obs. Geoinformation 107: 102686 (2022) - [j2]Runfei Zhang, Peiqi Yang, Shouyang Liu, Caihong Wang, Jing Liu:
Evaluation of the Methods for Estimating Leaf Chlorophyll Content with SPAD Chlorophyll Meters. Remote. Sens. 14(20): 5144 (2022) - 2021
- [i2]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, Alexis Carlier, Benoît Mercatoris, Ken Kuroki, Haozhou Wang, Masanori Ishii, Minhajul A. Badhon, Curtis Pozniak, David Shaner LeBauer, Morten Lilimo, Jesse Poland, Scott C. Chapman, Benoit de Solan, Frédéric Baret, Ian Stavness, Wei Guo:
Global Wheat Head Dataset 2021: an update to improve the benchmarking wheat head localization with more diversity. CoRR abs/2105.07660 (2021) - 2020
- [i1]Etienne David, Simon Madec, Pouria Sadeghi-Tehran, Helge Aasen, B. Zheng, Shouyang Liu, Norbert Kirchgeßner, Goro Ishikawa, Koichi Nagasawa, Minhajul A. Badhon, Curtis Pozniak, Benoit de Solan, Andreas Hund, Scott C. Chapman, Frédéric Baret, Ian Stavness, Wei Guo:
Global Wheat Head Detection (GWHD) dataset: a large and diverse dataset of high resolution RGB labelled images to develop and benchmark wheat head detection methods. CoRR abs/2005.02162 (2020)
2010 – 2019
- 2019
- [c1]Jingyi Jiang, Marie Weiss, Shouyang Liu, Frédéric Baret:
The impact of canopy structure assumption on the retrieval of GAI and Leaf Chlorophyll Content for wheat and maize crops. IGARSS 2019: 7216-7219 - 2017
- [j1]Shouyang Liu, Frédéric Baret, Bruno Andrieu, Mariem Abichou, Denis Allard, Benoit de Solan, Philippe Burger:
Modeling the spatial distribution of plants on the row for wheat crops: Consequences on the green fraction at the canopy level. Comput. Electron. Agric. 136: 147-156 (2017)
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