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eess.SP2021★ 113 cited
A review of artificial intelligence methods combined with Raman spectroscopy to identify the composition of substances
Liangrui Pan, Peng Zhang, Chalongrat Daengngam +1
In general, most of the substances in nature exist in mixtures, and the noninvasive identification of mixture composition with high speed and accuracy remains a difficult task. How…
eess.SP2020★ 1 cited
Noise Reduction Technique for Raman Spectrum using Deep Learning Network
Liangrui Pan, Pronthep Pipitsunthonsan, Peng Zhang +3
In a normal indoor environment, Raman spectrum encounters noise often conceal spectrum peak, leading to difficulty in spectrum interpretation. This paper proposes deep learning (DL…