Accurate and visualiable discrimination of Chenpi age using 2D-CNN and Grad-CAM++ based on infrared spectral images

Dried tangerine peel (“Chenpi”), has numerous clinical and nutritional benefits, with its quality being significantly influenced by its storage age, referred to as “Chen Jiu Zhe Liang” in Chinese. Concequently, the rapid and accurate identification of Chenpi's age is important for consumers. In this...

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Hauptverfasser:	Li Jun Tang, Xin Kang Li, Yue Huang, Xiang-Zhi Zhang, Bao Qiong Li
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Elsevier 2024-10-01
Schriftenreihe:	Food Chemistry: X
Schlagworte:	FTIR spectral image Chenpi 2D-CNN Grad-CAM++ Feature visualization
Online-Zugang:	http://www.sciencedirect.com/science/article/pii/S2590157524006473
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