Signal‐to‐noise ratio enhancement for Raman spectra based on optimized Raman spectrometer and convolutional denoising autoencoder

The signal‐noise ratio plays a key role in acquiring plentiful chemical structural information in the Raman spectrometer. The miniature spectrometer is generally compact at the expense of performance. In this work, we proposed a compact, signal‐to‐noise ratio (SNR) enhancement of the Raman spectrome...

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Bibliographic Details

Published in:	Journal of Raman spectroscopy Vol. 52; no. 4; pp. 890 - 900
Main Authors:	Fan, Xian‐guang, Zeng, Yingjie, Zhi, Yu‐Liang, Nie, Ting, Xu, Ying‐jie, Wang, Xin
Format:	Journal Article
Language:	English
Published:	Bognor Regis Wiley Subscription Services, Inc 01.04.2021
Subjects:	Algorithms autoencoder convolutional neural network Czerny‐Turner denoising Noise Noise reduction Optimization Raman spectra Raman spectrometer Raman spectroscopy Spectrometers
ISSN:	0377-0486, 1097-4555
Online Access:	Get full text
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