A Novel Preunmixing Framework for Efficient Detection of Linear Mixtures in Hyperspectral Images.

IEEE Transactions on Geoscience and Remote Sensing(2017)

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摘要
In order to provide reliable information about the instantaneous field of view considered in hyperspectral images through spectral unmixing, understanding the kind of mixture that occurs over each pixel plays a crucial role. In this paper, in order to detect nonlinear mixtures, a method for fast identification of linear mixtures is introduced. The proposed method does not need statistical informat...
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关键词
Hyperspectral imaging,Reliability,Linearity,Optimization,Algorithm design and analysis
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