Publications
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2025
PhenoSR: Enhancing organ-level phenotyping with super-resolution RGB UAV imagery for large-scale field experiments
ISPRS Journal of Photogrammetry and Remote SensingJournal PaperJuly 14, 2025SenNet: A dual-branch image semantic segmentation network for wheat senescence evaluation and high-yielding variety screening
Computers and Electronics in AgricultureJournal PaperJune 2, 2025OSNet: an oriented instance segmentation network of breeding plot extraction from UAV RGB imagery
Computers and Electronics in AgricultureJournal PaperApril 17, 2025
2024
PhenoNet: A two-stage lightweight deep learning framework for real-time wheat phenophase classification
ISPRS Journal of Photogrammetry and Remote SensingJournal PaperJanuary 12, 2024Enhancing wheat crop physiology monitoring through spectroscopic analysis of stomatal conductance dynamics
Remote Sensing of EnvironmentJournal PaperJanuary 1, 2024
2023
Comparison of Different Machine Learning Algorithms for the Prediction of the Wheat Grain Filling Stage Using RGB Images
PlantsJournal PaperJanuary 1, 2023
2022
Anti-gravity stem-seeking restoration algorithm for maize seed root image phenotype detection
Computers and Electronics in AgricultureJournal PaperJanuary 1, 2022Simultaneous prediction of wheat yield and grain protein content using multitask deep learning from time-series proximal sensing
Plant PhenomicsJournal PaperJanuary 1, 2022