Unmixing Prior to Supervised Classification of Remotely Sensed Hyperspectral Images

Inmaculada Dópido; Maciel Zortea; Alberto Villa; Antonio Plaza; Paolo Gamba

doi:10.1109/lgrs.2011.2109367

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Unmixing Prior to Supervised Classification of Remotely Sensed Hyperspectral Images

Inmaculada Dópido Maciel Zortea Alberto Villa Antonio Plaza Paolo Gamba

Year: 2011 Journal: IEEE Geoscience and Remote Sensing Letters Vol: 8 (4)Pages: 760-764 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/lgrs.2011.2109367

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Abstract

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Keywords:

Hyperspectral imaging Artificial intelligence Computer science Feature extraction Pattern recognition (psychology) A priori and a posteriori Curse of dimensionality Imaging spectrometer Support vector machine Subspace topology Feature vector Feature (linguistics) Remote sensing Spectrometer Geography

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Remote-Sensing Image Classification

Physical Sciences → Engineering → Media Technology

Remote Sensing and Land Use

Physical Sciences → Earth and Planetary Sciences → Atmospheric Science

Spectroscopy and Chemometric Analyses

Physical Sciences → Chemistry → Analytical Chemistry

Unmixing Prior to Supervised Classification of Remotely Sensed Hyperspectral Images

Abstract

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