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Journal Articles
- 2024
[j22]Zhaoyu Rui, Zhao Zhang, Man Zhang, Afshin Azizi, C. Igathinathane, Haiyan Cen, Stavros Vougioukas, Haigang Li, J. Zhang, Y. Jiang, X. Jiao, M. Wang, Yiannis Ampatzidis, O. I. Oladele, Mahdi Ghasemi-Varnamkhasti, Radi:
High-throughput proximal ground crop phenotyping systems - A comprehensive review. Comput. Electron. Agric. 224: 109108 (2024)- [j21]Yu-an Zhou, Zichen Huang, Weijun Zhou, Haiyan Cen:
Optimized Transfer Learning for Chlorophyll Content Estimations across Datasets of Different Species Using Sun-Induced Chlorophyll Fluorescence and Reflectance. Remote. Sens. 16(11): 1869 (2024) - [j20]Alwaseela Abdalla
, Mengqi Lyu, Marye Belete, Haiyan Cen:
Color Consistency of UAV Imagery Using Multichannel CNN-Based Image-to-Image Regression and Residual Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - 2023
- [j19]Li Zhai, Alwaseela Abdalla, Dawei Sun, Yu-an Zhou, Weijun Zhou, Haiyan Cen:
Spatial heterogeneity analysis of silique chlorophyll a fluorescence-based photosynthetic traits for rapeseed yield and quality assessment. Comput. Electron. Agric. 209: 107829 (2023) - [j18]Bo Xu, Xiangyuan Wan, Hao Yang, Haikuan Feng, Yuanyuan Fu, Haiyan Cen, Binbin Wang, Zhoufeng Zhang, Siyuan Li, Chunjiang Zhao, Guijun Yang:
TIPS: A three-dimensional phenotypic measurement system for individual maize tassel based on TreeQSM. Comput. Electron. Agric. 212: 108150 (2023) - [j17]Liang Wan, Yufei Liu, Yong He, Haiyan Cen:
Prior knowledge and active learning enable hybrid method for estimating leaf chlorophyll content from multi-scale canopy reflectance. Comput. Electron. Agric. 214: 108308 (2023) - [j16]Shuobo Chen, Li Zhai, Yu-an Zhou, Jiayang Xie, Yiwen Shao, Wen Wang, Hongye Li, Yong He, Haiyan Cen:
Early diagnosis and mechanistic understanding of citrus Huanglongbing via sun-induced chlorophyll fluorescence. Comput. Electron. Agric. 215: 108357 (2023) - [j15]Sashuang Sun, Lijun Zhu, Ning Liang, Yiyin He, Zhao Wang, Si Chen, Jiangang Liu, Haiyan Cen, Yong He, Zhenjiang Zhou:
Monitoring drought induced photosynthetic and fluorescent variations of potatoes by visible and thermal imaging analysis. Comput. Electron. Agric. 215: 108433 (2023) - 2022
- [j14]Sashuang Sun, Zhiyu Zuo, Wenjun Yue, Julien Morel, David Parsons, Jian Liu, Junxiang Peng, Haiyan Cen, Yong He, Jiang Shi, Xiaolong Li, Zhenjiang Zhou:
Estimation of biomass and nutritive value of grass and clover mixtures by analyzing spectral and crop height data using chemometric methods. Comput. Electron. Agric. 192: 106571 (2022) - [j13]Ahmed El-manawy, Dawei Sun, Alwaseela Abdalla, Yueming Zhu, Haiyan Cen:
HSI-PP: A flexible open-source software for hyperspectral imaging-based plant phenotyping. Comput. Electron. Agric. 200: 107248 (2022) - 2021
- [j12]Liang Wan, Jiafei Zhang, Xiaoya Dong, Xiaoyue Du, Jiangpeng Zhu, Dawei Sun, Yufei Liu, Yong He, Haiyan Cen:
Unmanned aerial vehicle-based field phenotyping of crop biomass using growth traits retrieved from PROSAIL model. Comput. Electron. Agric. 187: 106304 (2021) - [j11]Fa Zhao, Guijun Yang, Xiaodong Yang, Haiyan Cen, Yaohui Zhu, Shaoyu Han, Hao Yang, Yong He, Chunjiang Zhao:
Determination of Key Phenological Phases of Winter Wheat Based on the Time-Weighted Dynamic Time Warping Algorithm and MODIS Time-Series Data. Remote. Sens. 13(9): 1836 (2021) - [j10]Zhihong Ma, Dawei Sun, Haixia Xu, Yueming Zhu, Yong He, Haiyan Cen:
Optimization of 3D Point Clouds of Oilseed Rape Plants Based on Time-of-Flight Cameras. Sensors 21(2): 664 (2021) - [j9]Alwaseela Abdalla, Haiyan Cen, Liang Wan, Khalid Mehmood, Yong He:
Nutrient Status Diagnosis of Infield Oilseed Rape via Deep Learning-Enabled Dynamic Model. IEEE Trans. Ind. Informatics 17(6): 4379-4389 (2021) - 2020
- [j8]Zhao Zhang, C. Igathinathane, J. Li, Haiyan Cen, Y. Lu, Joao Paulo Flores:
Technology progress in mechanical harvest of fresh market apples. Comput. Electron. Agric. 175: 105606 (2020) - 2019
- [j7]Yanchao Zhang, Junfeng Gao, Haiyan Cen, Yongliang Lu, Xiaoyue Yu, Yong He, Jan G. Pieters:
Automated spectral feature extraction from hyperspectral images to differentiate weedy rice and barnyard grass from a rice crop. Comput. Electron. Agric. 159: 42-49 (2019) - [j6]Alwaseela Abdalla, Haiyan Cen, Ahmed El-manawy, Yong He:
Infield oilseed rape images segmentation via improved unsupervised learning models combined with supreme color features. Comput. Electron. Agric. 162: 1057-1068 (2019) - [j5]Alwaseela Abdalla, Haiyan Cen, Liang Wan, Reem Rashid, Haiyong Weng, Weijun Zhou, Yong He:
Fine-tuning convolutional neural network with transfer learning for semantic segmentation of ground-level oilseed rape images in a field with high weed pressure. Comput. Electron. Agric. 167 (2019) - [j4]Alwaseela Abdalla, Haiyan Cen, Elfatih M. Abdel-Rahman, Liang Wan, Yong He:
Color Calibration of Proximal Sensing RGB Images of Oilseed Rape Canopy via Deep Learning Combined with K-Means Algorithm. Remote. Sens. 11(24): 3001 (2019) - [j3]Dawei Sun, Yueming Zhu, Haixia Xu, Yong He, Haiyan Cen:
Time-Series Chlorophyll Fluorescence Imaging Reveals Dynamic Photosynthetic Fingerprints of sos Mutants to Drought Stress. Sensors 19(12): 2649 (2019) - 2018
- [j2]Yanchao Zhang, Yijian Li, Yong He, Fei Liu, Haiyan Cen, Hui Fang:
Near ground platform development to simulate UAV aerial spraying and its spraying test under different conditions. Comput. Electron. Agric. 148: 8-18 (2018) - [j1]Liang Wan, Yijian Li, Haiyan Cen, Jiangpeng Zhu, Wenxin Yin, Weikang Wu, Hongyan Zhu, Dawei Sun, Weijun Zhou, Yong He:
Combining UAV-Based Vegetation Indices and Image Classification to Estimate Flower Number in Oilseed Rape. Remote. Sens. 10(9): 1484 (2018)
Conference and Workshop Papers
- 2009
- [c3]Chunhua Jin, Haiyan Cen, Fei Liu, Yong He:
Study on an Advanced Treatment of Domestic Wastewater by Bio-filtration and Water-Quality Measurement System. ICNC (3) 2009: 644-648 - 2006
- [c2]Haiyan Cen, Yidan Bao, Min Huang, Yong He:
Comparison of Data Pre-processing in Pattern Recognition of Milk Powder Vis/NIR Spectra. ADMA 2006: 1000-1007 - [c1]Haiyan Cen, Yidan Bao, Min Huang, Yong He:
Time Series Analysis of Grey Forecasting Based on Wavelet Transform and Its Prediction Applications. SSPR/SPR 2006: 349-357
Informal and Other Publications
- 2024
- [i3]Xin Yang, Xuqi Lu, Pengyao Xie, Ziyue Guo, Hui Fang, Haowei Fu, Xiaochun Hu, Zhenbiao Sun, Haiyan Cen:
PanicleNeRF: low-cost, high-precision in-field phenotypingof rice panicles with smartphone. CoRR abs/2408.02053 (2024) - 2023
- [i2]Pengyao Xie, Zhihong Ma, Ruiming Du, Mengqi Lv, Yutao Shen, Xuqi Lu, Jiangpeng Zhu, Haiyan Cen:
Generating high-quality 3DMPCs by adaptive data acquisition and NeREF-based reflectance correction to facilitate efficient plant phenotyping. CoRR abs/2305.06777 (2023) - 2022
- [i1]Ruiming Du, Zhihong Ma, Pengyao Xie, Haiyan Cen, Yong He:
PST: Plant Segmentation Transformer Enhanced Phenotyping of MLS Oilseed Rape Point Cloud. CoRR abs/2206.13082 (2022)
Coauthor Index
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