Application of Improved Auto-Encoding Network Feature Extraction Method in Near Infrared Spectral Quantitative Analysis

Zhiyong Luo; Yuhua Qin; Shijie Wang; Susu He; Haitao Zhang

doi:10.3788/LOP220740

Laser & Optoelectronics Progress, Volume. 60, Issue 6, 0630001(2023)

Application of Improved Auto-Encoding Network Feature Extraction Method in Near Infrared Spectral Quantitative Analysis

Zhiyong Luo¹, Yuhua Qin^1、*, Shijie Wang¹, Susu He¹, and Haitao Zhang²

¹College of Information Science and Technology, Qingdao University of Science & Technology, Qingdao 266061, Shandong, China

²Technical Research Center, China Tobacco Yunnan Industrial Co., Ltd., Kunming 650024, Yunnan, China

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Zhiyong Luo, Yuhua Qin, Shijie Wang, Susu He, Haitao Zhang. Application of Improved Auto-Encoding Network Feature Extraction Method in Near Infrared Spectral Quantitative Analysis[J]. Laser & Optoelectronics Progress, 2023, 60(6): 0630001

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Paper Information

Category: Spectroscopy

Received: Feb. 15, 2022

Accepted: Mar. 29, 2022

Published Online: Mar. 7, 2023

The Author Email: Yuhua Qin (yuu71@163.com)

DOI:10.3788/LOP220740

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology