Deep Spectral-Spatial Features of Near Infrared Hyperspectral Images for Pixel-Wise Classification of Food Products

Hyperspectral imaging (HSI) emerges as a non-destructive and rapid analytical tool for assessing food quality, safety, and authenticity. This work aims to investigate the potential of combining the spectral and spatial features of HSI data with the aid of deep learning approach for the pixel-wise cl...

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發表在:	Sensors
Main Authors:	Hongyan Zhu, Aoife Gowen, Hailin Feng, Keping Yu, Jun-Li Xu
格式:	Article
語言:	英语
出版:	MDPI AG 2020-09-01
主題:	hyperspectral spatial-spectral features classification principal component analysis convolutional neural network
在線閱讀:	https://www.mdpi.com/1424-8220/20/18/5322