ATR-FTIR光谱结合二阶导数与CNN和CNN-LSTM模型对10种苹果的分析鉴别

马殿旭, 蔡彦, 杨海涛, 单长吉, 杜国芳, 李章艳, 单嵛琼, 陈玖福

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光散射学报 ›› 2026, Vol. 38 ›› Issue (1) : 307-314. DOI: 10.13883/j.issn1004-5929.202601033

ATR-FTIR光谱结合二阶导数与CNN和CNN-LSTM模型对10种苹果的分析鉴别

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Discrimination and Analysis of 10 Apple Varieties Using ATR-FTIR Spectroscopy Combined with Second Derivative Preprocessing, CNN and CNN-LSTM Models

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{{article.zuoZheCn_L}}. {{article.title_cn}}. {{journal.qiKanMingCheng_CN}}. 2026, 38(1): 307-314 https://doi.org/10.13883/j.issn1004-5929.202601033
{{article.zuoZheEn_L}}. {{article.title_en}}. {{journal.qiKanMingCheng_EN}}. 2026, 38(1): 307-314 https://doi.org/10.13883/j.issn1004-5929.202601033

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