EXhype: A tool for mineral classification using hyperspectral data

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• 作者：Ramesh Nityanand Adep ; ¹ ; ^{ramesh2civil@gmail.com} ; Amba shetty ^{amba_shetty@yahoo.co.in} ; H. Ramesh ^{ramesh.hgowda@gmail.com}
• 关键词：Artificial neural network ; Expert system ; Human expertise ; Knowledge base ; Segmented upper hull method ; Spectral angle mapper
• 刊名：ISPRS Journal of Photogrammetry and Remote Sensing
• 出版年：2017
• 出版时间：February 2017
• 年：2017
• 卷：124
• 期：Complete
• 页码：106-118
• 全文大小：3061 K
• 卷排序：124

文摘

New expert system (EXhype) has introduced to classify hyperspectral data. This study came out with novel way, to give input to the neural network. EXhype has learning ability as it incorporates neural network. EXhype discriminates similar spectra and avoids misclassification between targets.