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Extinction profile (EP) is an effective feature extraction method which can well preserve the geometrical characteristics of a hyperspectral image (HSI) and by extracting the EP from first three independent components (ICs) of an HSI, three correlated and complementary groups of EP features can be constructed. In this paper, an EPs fusion (EPs-F) strategy is proposed for HSI classification by exploring spatial-spectral information within and among three EP features. In general, the EPs-F methoddoi:10.1109/igarss.2017.8127441 dblp:conf/igarss/HeFLGB17 fatcat:krz7hynldrbfpaulqziiauuajm