Shunfu Xiao

13 papers Journal 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Scalable phenotyping and yield estimation via stability index and single-plant variability using a vision-based large model framework.
Comput. Electron. Agric.
Mian Chen, Guangyao Sun, Kai Ma, Xiaoli Geng, Daowu Hu, Shuaipeng Fei, Xiongming Du, Shoupu He, Rui Zhang, Shunfu Xiao, Lei Meng, Yuntao Ma
2025 J jnl
Bridging the gap between hyperspectral imaging and crop breeding: soybean yield prediction and lodging classification with prototype contrastive learning.
Comput. Electron. Agric.
Guangyao Sun, Yong Zhang, Lei Wang, Longyu Zhou, Shuaipeng Fei, Shiteng Han, Shunfu Xiao, Yingpu Che, Long Yan, Yun Xu, Yinghui Li, Lijuan Qiu, Yuntao Ma
2024 J jnl
Dual sampling linear regression ensemble to predict wheat yield across growing seasons with hyperspectral sensing.
Comput. Electron. Agric.
Shuaipeng Fei, Shunfu Xiao, Jinyu Zhu, Yonggui Xiao, Yuntao Ma
2024 J jnl
Improved random patches and model transfer for deriving leaf mass per area across multispecies from spectral reflectance.
Comput. Electron. Agric.
Shuaipeng Fei, Shunfu Xiao, Demin Xu, Meiyan Shu, Hong Sun, Puyu Feng, Yonggui Xiao, Yuntao Ma
2024 J jnl
Investigating the 3D distribution of Cercospora leaf spot disease in sugar beet through fusion methods.
Comput. Electron. Agric.
Shunfu Xiao, Haochong Chen, Yaguang Hou, Ke Shao, Kaiyi Bi, Ruili Wang, Yang Sui, Jinyu Zhu, Yan Guo, Baoguo Li, Yuntao Ma
2024 J jnl
Quantitative analysis and planting optimization of multi-genotype sugar beet plant types based on 3D plant architecture.
Comput. Electron. Agric.
Haochong Chen, Meixue Zhang, Shunfu Xiao, Qing Wang, Zhibo Cai, Qiaoxue Dong, Puyu Feng, Ke Shao, Yuntao Ma
2023 J jnl
Enhancing leaf area index and biomass estimation in maize with feature augmentation from unmanned aerial vehicle-based nadir and cross-circling oblique photography.
Comput. Electron. Agric.
Shuaipeng Fei, Shunfu Xiao, Qing Li, Meiyan Shu, Weiguang Zhai, Yonggui Xiao, Zhen Chen, Helong Yu, Yuntao Ma
2022 J jnl
N distribution characterization based on organ-level biomass and N concentration using a hyperspectral lidar.
Comput. Electron. Agric.
Kaiyi Bi, Shuai Gao, Shunfu Xiao, Changsai Zhang, Jie Bai, Ni Huang, Gang Sun, Zheng Niu
2022 J jnl
Simultaneous Extraction of Plant 3-D Biochemical and Structural Parameters Using Hyperspectral LiDAR.
IEEE Geosci. Remote. Sens. Lett.
Kaiyi Bi, Zheng Niu, Shuai Gao, Shunfu Xiao, Jie Pei, Changsai Zhang, Ni Huang
2021 J jnl
Estimation of Maize Photosynthesis Traits Using Hyperspectral Lidar Backscattered Intensity.
Remote. Sens.
Kaiyi Bi, Zheng Niu, Shunfu Xiao, Jie Bai, Gang Sun, Ji Wang, Zeying Han, Shuai Gao
2021 J jnl
Non-Destructive Monitoring of Maize Nitrogen Concentration Using a Hyperspectral LiDAR: An Evaluation from Leaf-Level to Plant-Level.
Remote. Sens.
Kaiyi Bi, Zheng Niu, Shunfu Xiao, Jie Bai, Gang Sun, Ji Wang, Zeying Han, Shuai Gao
2020 J jnl
Estimating Vertical Chlorophyll Concentrations in Maize in Different Health States Using Hyperspectral LiDAR.
IEEE Trans. Geosci. Remote. Sens.
Kaiyi Bi, Shunfu Xiao, Shuai Gao, Changsai Zhang, Ni Huang, Zheng Niu
2020 J jnl
Image-Based Dynamic Quantification of Aboveground Structure of Sugar Beet in Field.
Remote. Sens.
Shunfu Xiao, Honghong Chai, Ke Shao, Mengyuan Shen, Qing Wang, Ruili Wang, Yang Sui, Yuntao Ma