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Improving Hyperspectral Image Classification Using Spatial Preprocessing

Published in IEEE Geoscience and Remote Sensing Letters • Feb 9, 2009
Authors:
Santiago Velasco-Forero
,
Vidya Manian

Abstract

Spatial smoothing over the original hyperspectral data based on wavelet and anisotropic partial differential equations is incorporated using composite kernel in graph-based classifiers. The kernels combine spectral-spatial relationships using the smoothed and original hyperspectral images. Experimen...

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