An improved NMF algorithm based on spatial and abundance constraints

Abstract

Hyperspectral imagery has been applied widely in military and civilian fields. However, mixed pixels can be commonly found in this type of image due to limitation of spatial resolution. This not only influences the precision of object recognition and classification, but also becomes an obstacle for quantification analysis of the imagery content. Spectral… (More)

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