Comparison of Data Pre-processing in Pattern Recognition of Milk Powder Vis/NIR Spectra. - Haiyan Cen; Yidan Bao; Min Huang; Yong He 001 (ADMA, 2006)

Time Series Analysis of Grey Forecasting Based on Wavelet Transform and Its Prediction Applications. - Haiyan Cen; Yidan Bao; Min Huang; Yong He 001 (SSPR/SPR, 2006)

Study on an Advanced Treatment of Domestic Wastewater by Bio-filtration and Water-Quality Measurement System. - Chunhua Jin; Haiyan Cen; Fei Liu 008; Yong He 001 (ICNC (3), 2009)

Near ground platform development to simulate UAV aerial spraying and its spraying test under different conditions. - Yanchao Zhang; Yijian Li; Yong He 001; Fei Liu 008; Haiyan Cen; Hui Fang (Comput. Electron. Agric., 2018)

Combining UAV-Based Vegetation Indices and Image Classification to Estimate Flower Number in Oilseed Rape. - Liang Wan; Yijian Li; Haiyan Cen; Jiangpeng Zhu; Wenxin Yin; Weikang Wu; Hongyan Zhu; Dawei Sun; Weijun Zhou; Yong He 001 (Remote. Sens., 2018)

Infield oilseed rape images segmentation via improved unsupervised learning models combined with supreme color features. - Alwaseela Abdalla; Haiyan Cen; Ahmed El-manawy; Yong He 001 (Comput. Electron. Agric., 2019)

Fine-tuning convolutional neural network with transfer learning for semantic segmentation of ground-level oilseed rape images in a field with high weed pressure. - Alwaseela Abdalla; Haiyan Cen; Liang Wan; Reem Rashid; Haiyong Weng; Weijun Zhou; Yong He 001 (Comput. Electron. Agric., 2019)

Automated spectral feature extraction from hyperspectral images to differentiate weedy rice and barnyard grass from a rice crop. - Yanchao Zhang; Junfeng Gao; Haiyan Cen; Yongliang Lu; Xiaoyue Yu; Yong He 001; Jan G. Pieters (Comput. Electron. Agric., 2019)

Color Calibration of Proximal Sensing RGB Images of Oilseed Rape Canopy via Deep Learning Combined with K-Means Algorithm. - Alwaseela Abdalla; Haiyan Cen; Elfatih M. Abdel-Rahman; Liang Wan; Yong He 001 (Remote. Sens., 2019)

Time-Series Chlorophyll Fluorescence Imaging Reveals Dynamic Photosynthetic Fingerprints of sos Mutants to Drought Stress. - Dawei Sun; Yueming Zhu; Haixia Xu; Yong He 001; Haiyan Cen (Sensors, 2019)

Technology progress in mechanical harvest of fresh market apples. - Zhao Zhang 016; C. Igathinathane; J. Li; Haiyan Cen; Y. Lu; Joao Paulo Flores 001 (Comput. Electron. Agric., 2020)

Unmanned aerial vehicle-based field phenotyping of crop biomass using growth traits retrieved from PROSAIL model. - Liang Wan; Jiafei Zhang; Xiaoya Dong; Xiaoyue Du; Jiangpeng Zhu; Dawei Sun; Yufei Liu; Yong He 001; Haiyan Cen (Comput. Electron. Agric., 2021)

Determination of Key Phenological Phases of Winter Wheat Based on the Time-Weighted Dynamic Time Warping Algorithm and MODIS Time-Series Data. - Fa Zhao; Guijun Yang; Xiaodong Yang; Haiyan Cen; Yaohui Zhu; Shaoyu Han; Hao Yang 009; Yong He 001; Chunjiang Zhao 001 (Remote. Sens., 2021)

Optimization of 3D Point Clouds of Oilseed Rape Plants Based on Time-of-Flight Cameras. - Zhihong Ma; Dawei Sun; Haixia Xu; Yueming Zhu; Yong He 001; Haiyan Cen (Sensors, 2021)

Nutrient Status Diagnosis of Infield Oilseed Rape via Deep Learning-Enabled Dynamic Model. - Alwaseela Abdalla; Haiyan Cen; Liang Wan; Khalid Mehmood; Yong He 001 (IEEE Trans. Ind. Informatics, 2021)

HSI-PP: A flexible open-source software for hyperspectral imaging-based plant phenotyping. - Ahmed El-manawy; Dawei Sun; Alwaseela Abdalla; Yueming Zhu; Haiyan Cen (Comput. Electron. Agric., 2022)

Estimation of biomass and nutritive value of grass and clover mixtures by analyzing spectral and crop height data using chemometric methods. - Sashuang Sun; Zhiyu Zuo; Wenjun Yue; Julien Morel; David Parsons 002; Jian Liu; Junxiang Peng; Haiyan Cen; Yong He 001; Jiang Shi; Xiaolong Li; Zhenjiang Zhou (Comput. Electron. Agric., 2022)

PST: Plant Segmentation Transformer Enhanced Phenotyping of MLS Oilseed Rape Point Cloud. - Ruiming Du; Zhihong Ma; Pengyao Xie; Haiyan Cen; Yong He (CoRR, 2022)

Generating high-quality 3DMPCs by adaptive data acquisition and NeREF-based reflectance correction to facilitate efficient plant phenotyping. - Pengyao Xie; Zhihong Ma; Ruiming Du; Mengqi Lv; Yutao Shen; Xuqi Lu; Jiangpeng Zhu; Haiyan Cen (CoRR, 2023)

Spatial heterogeneity analysis of silique chlorophyll a fluorescence-based photosynthetic traits for rapeseed yield and quality assessment. - Li Zhai; Alwaseela Abdalla; Dawei Sun; Yu-an Zhou; Weijun Zhou; Haiyan Cen (Comput. Electron. Agric., 2023)

TIPS: A three-dimensional phenotypic measurement system for individual maize tassel based on TreeQSM. - Bo Xu 017; Xiangyuan Wan; Hao Yang 009; Haikuan Feng; Yuanyuan Fu; Haiyan Cen; Binbin Wang; Zhoufeng Zhang; Siyuan Li; Chunjiang Zhao 001; Guijun Yang (Comput. Electron. Agric., 2023)

Prior knowledge and active learning enable hybrid method for estimating leaf chlorophyll content from multi-scale canopy reflectance. - Liang Wan; Yufei Liu; Yong He; Haiyan Cen (Comput. Electron. Agric., 2023)

Early diagnosis and mechanistic understanding of citrus Huanglongbing via sun-induced chlorophyll fluorescence. - Shuobo Chen; Li Zhai; Yu-an Zhou; Jiayang Xie; Yiwen Shao; Wen Wang; Hongye Li; Yong He; Haiyan Cen (Comput. Electron. Agric., 2023)

Monitoring drought induced photosynthetic and fluorescent variations of potatoes by visible and thermal imaging analysis. - Sashuang Sun; Lijun Zhu; Ning Liang; Yiyin He; Zhao Wang; Si Chen; Jiangang Liu; Haiyan Cen; Yong He 001; Zhenjiang Zhou (Comput. Electron. Agric., 2023)

High-throughput proximal ground crop phenotyping systems - A comprehensive review. - Zhaoyu Rui; Zhao Zhang 016; Man Zhang 003; Afshin Azizi; C. Igathinathane; Haiyan Cen; Stavros Vougioukas; Haigang Li; J. Zhang; Y. Jiang; X. Jiao; M. Wang; et al. (Comput. Electron. Agric., 2024)

PanicleNeRF: low-cost, high-precision in-field phenotypingof rice panicles with smartphone. - Xin Yang; Xuqi Lu; Pengyao Xie; Ziyue Guo; Hui Fang; Haowei Fu; Xiaochun Hu; Zhenbiao Sun; Haiyan Cen (CoRR, 2024)

Color Consistency of UAV Imagery Using Multichannel CNN-Based Image-to-Image Regression and Residual Learning. - Alwaseela Abdalla; Mengqi Lyu; Marye Belete; Haiyan Cen (IEEE Trans. Geosci. Remote. Sens., 2024)

Optimized Transfer Learning for Chlorophyll Content Estimations across Datasets of Different Species Using Sun-Induced Chlorophyll Fluorescence and Reflectance. - Yu-an Zhou; Zichen Huang; Weijun Zhou; Haiyan Cen (Remote. Sens., 2024)

Novel encoding technique to evolve convolutional neural network as a multi-criteria problem for plant image segmentation. - Alwaseela Abdalla; Yueming Zhu; Fangfang Qu; Haiyan Cen (Comput. Electron. Agric., 2025)

Biomass phenotyping of oilseed rape through UAV multi-view oblique imaging with 3DGS and SAM model. - Yutao Shen; Hongyu Zhou; Xin Yang; Xuqi Lu; Ziyue Guo; Lixi Jiang; Yong He; Haiyan Cen (Comput. Electron. Agric., 2025)

Temporal semantic multispectral point cloud generation and feature fusion pipeline for comprehensive trait estimation in greenhouse tomatoes. - Pengyao Xie; Leisen Fang; Yong He; Haiyan Cen (Comput. Electron. Agric., 2025)

Rapeseed population point cloud completion network (RP-PCN) with dynamic graph convolution for 3D reconstruction of crop canopy occlusion architecture. - Ziyue Guo; Xin Yang; Yutao Shen; Yang Zhu; Lixi Jiang; Haiyan Cen (CoRR, 2025)

PlantSegNeRF: A few-shot, cross-dataset method for plant 3D instance point cloud reconstruction via joint-channel NeRF with multi-view image instance matching. - Xin Yang; Ruiming Du; Hanyang Huang; Jiayang Xie; Pengyao Xie; Leisen Fang; Ziyue Guo; Nanjun Jiang; Yu Jiang; Haiyan Cen (CoRR, 2025)