Publications
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2025
faCRSA: an automated pipeline for high-throughput analysis of crop root system architecture
The Crop Journal IF: 5.6Journal PaperJuly 14, 2025PhenoSR: Enhancing organ-level phenotyping with super-resolution RGB UAV imagery for large-scale field experiments
ISPRS Journal of Photogrammetry and Remote Sensing IF: 12.2Journal PaperJuly 14, 2025SenNet: A dual-branch image semantic segmentation network for wheat senescence evaluation and high-yielding variety screening
Computers and Electronics in Agriculture IF: 7.7Journal PaperJune 2, 2025OSNet: an oriented instance segmentation network of breeding plot extraction from UAV RGB imagery
Computers and Electronics in Agriculture IF: 8.9Journal PaperApril 17, 2025Winter wheat yield prediction using UAV-based multivariate time series data and variate-independent tokenization
Plant Phenomics IF: 6.4Journal PaperMarch 17, 2025
2024
PhenoNet: A two-stage lightweight deep learning framework for real-time wheat phenophase classification
ISPRS Journal of Photogrammetry and Remote Sensing IF: 12.2Journal PaperJanuary 12, 2024Enhancing wheat crop physiology monitoring through spectroscopic analysis of stomatal conductance dynamics
Remote Sensing of Environment IF: 11.4Journal PaperJanuary 1, 2024
2023
Comparison of Different Machine Learning Algorithms for the Prediction of the Wheat Grain Filling Stage Using RGB Images
Plants IF: 4.5Journal PaperJanuary 1, 2023
2022
Anti-gravity stem-seeking restoration algorithm for maize seed root image phenotype detection
Computers and Electronics in Agriculture IF: 8.9Journal PaperJanuary 1, 2022Simultaneous prediction of wheat yield and grain protein content using multitask deep learning from time-series proximal sensing
Plant Phenomics IF: 6.5Journal PaperJanuary 1, 2022