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使用卷积无色化自编码器重建的太赫兹光谱,用于识别不同生长阶段感染Sitophilus oryzae的米粒

Hongbin Pu1, Jingxiao Yu1, Jie Luo1

  • 1School of Food Science and Engineering, South China University of Technology, Guangzhou 510641, China; Academy of Contemporary Food Engineering, South China University of Technology, Guangzhou Higher Education Mega Center, Guangzhou 510006, China; Engineering and Technological Research Centre of Guangdong Province on Intelligent Sensing and Process Control of Cold Chain Foods, & Guangdong Province Engineering Laboratory for Intelligent Cold Chain Logistics Equipment for Agricultural Products, Guangzhou Higher Education Mega Centre, Guangzhou 510006, China.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
|February 15, 2024
PubMed
概括

太赫兹时域光谱 (THz-TDS) 能够有效地检测储存的谷物中的虫感染. 使用卷积消解自编码器 (CDAE) 的数据重建提高了Sitophilus oryzae的检测准确性.

关键词:
卷积式无噪声自动编码器数据重建数据重建受感染的米粒被感染.这种植物是Sitophilus oryzae.太赫兹时间域光谱法

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