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  1. Refined Risk Bounds for Unbounded Losses via Transductive Priors

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  2. Deep learning in plant phenotyping: the first ten years

    Published in Plant Phenomics (2025)
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  3. From leaf to canopy: Inversion of lettuce pigment distribution using hyperspectral imaging technology combined with deep learning algorithms

    Published in Plant Phenomics (2025)
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  4. Design of a binocular multispectral stereo imaging system and its application in plant phenotyping

    Published in Plant Phenomics (2025)
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  5. IPENS: Interactive unsupervised framework for rapid plant phenotyping extraction via NeRF-SAM2 fusion

    Published in Plant Phenomics (2025)
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  6. Nondestructive individual tree aboveground biomass estimation using a hierarchical Bayesian approach in combination with individual tree competition indices

    Published in Plant Phenomics (2025)
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  7. SegPPD-FS: Segmenting plant pests and diseases in the wild using few-shot learning

    Published in Plant Phenomics (2025)
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  8. Three-dimensional reconstruction of densely planted rice seedlings based on MultiView images

    Published in Plant Phenomics (2025)
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  9. High-throughput plant phenotyping identifies and discriminates biotic and abiotic stresses in tomato

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  10. DeepSpecN: A new hybrid method combining PROSPECT-PRO and Conv-Transformer to estimate leaf nitrogen content from leaf reflectance

    Published in Plant Phenomics (2025)
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  11. Aerial imagery and Segment Anything Model for architectural trait phenotyping to support genetic analysis in peanut breeding

    Published in Plant Phenomics (2025)
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  12. Detecting nematodes in potato plants an explainable machine learning approach for detection of potato cyst nematode infections using hyperspectral imaging

    Published in Plant Phenomics (2025)
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  13. CornPheno: Phenotyping corn ear kernels in the wild via point query transformer

    Published in Plant Phenomics (2025)
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  14. Combining rEW-2DCOS and mechanism-guided adaptive ensemble learning to improve the retrieval of leaf nitrogen, phosphorus, and potassium contents

    Published in Plant Phenomics (2025)
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  15. panomiX: Investigating mechanisms of trait emergence through multi-omics data integration

    Published in Plant Phenomics (2025)
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  16. Comparing statistical ‘phenomic prediction’ models for remote-sensing-based phenotyping of maize susceptibility to common rust

    Published in Plant Phenomics (2025)
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  17. Structural parameter determination and pruning pattern analysis of pear tree shoots for dormant pruning

    Published in Plant Phenomics (2025)
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