堆叠长期和短期记忆 (SLSTM) -辅助太赫兹光谱学结合变的重要性,用于快速识别红葡萄酒品种

Jingxiao Yu1, Hongbin Pu1, Da-Wen Sun2

  • 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.

Talanta
|March 4, 2025
PubMed
概括

太赫兹时域光谱 (THz-TDS) 与深度学习 (DL) 结合,可以准确识别红葡萄酒品种,防止错误标签. 这种新的方法提供了一种快速,非破坏性的方法来保护消费者和市场完整性.

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