Accurate detection of full-surface ear rot in maize using hyperspectral imaging and deep learning.

Abstract excerpt

Maize ear rot severely restricts maize yield and quality, making the breeding of disease-resistant varieties the core strategy for disease prevention and control. Due to the highly uneven spatial distribution of lesions on maize ears, precise full-surface detection is essential for objectively quantifying disease severity. However, traditional manual disease grading is highly subjective, and conventional...

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• Algorithms
• Deep Learning
• Phenotype
• Plant Diseases
• Reproducibility of Results