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Updated: Jun 4, 2025

RGB and Spectral Root Imaging for Plant Phenotyping and Physiological Research: Experimental Setup and Imaging Protocols
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RGB and Spectral Root Imaging for Plant Phenotyping and Physiological Research: Experimental Setup and Imaging Protocols

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使用单个RGB图像的三维分析来检测植物压力

Madaín Pérez-Patricio1, J A de Jesús Osuna-Coutiño1, German Ríos-Toledo1

  • 1Department of Science, Tecnológico Nacional de México/IT Tuxtla Gutiérrez, Carr. Panamericana 1080, Tuxtla Gutierrez 29050, Chiapas, Mexico.

Sensors (Basel, Switzerland)
|December 17, 2024
PubMed
概括

这项研究引入了一种新的方法来检测植物压力,使用单个RGB图像的3D重建和深度学习. 该方法提高了在识别作物压力的准确性和效率,无需专家人员或侵入性技术.

关键词:
深度学习是一种深度学习.植物压力检测检测 植物压力检测植物压力表型化 植物压力表型化视觉模式 视觉模式 视觉模式 视觉模式

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Light Acquisition

In order to produce glucose, plants need to capture sufficient light energy. Many modern plants have evolved leaves specialized for light acquisition. Leaves can be only millimeters in width or tens of meters wide, depending on the environment. Due to competition for sunlight, evolution has driven the evolution of increasingly larger leaves and taller plants, to avoid shading by their neighbors with contaminant elaboration of root architecture and mechanisms to transport water and nutrients.
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