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Updated: Jan 17, 2026

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使用极化成像和双流特征融合的增强轨道表面缺陷细分

Yucheng Pan1, Jiasi Chen1, Peiwen Wu1

  • 1College of Electronic Engineering & College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China.

Sensors (Basel, Switzerland)
|September 19, 2025
PubMed
概括

这项研究引入了一种新的方法,用于检测轨道表面缺陷,使用偏振图像和增强的DeepLabV3+网络. 该方法在具有挑战性的低光条件下提高了准确性,确保了更安全的工业操作.

关键词:
深度实验室V3+深度学习是一种深度学习.缺陷细分 缺陷细分 缺陷细分功能融合网络的功能融合网络.两极化成像成像技术轨道表面缺陷检测检测检测 铁路表面缺陷检测

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Insensitive Nuclei Enhanced by Polarization Transfer (INEPT) is an advanced Nuclear Magnetic Resonance (NMR) technique specifically designed to detect and enhance the signals of low-abundance nuclei, such as carbon-13 and nitrogen-15, in small molecules. The fundamental principle behind INEPT is the transfer of polarization from a more abundant and highly polarizable nucleus, typically hydrogen-1, to the low-abundance nucleus of interest. This process effectively boosts the NMR signal of the...
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