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Clustering-based multispectral band selection using mutual information

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4 Author(s)
Martinez-Uso, A. ; Departamento de Lenguajes y Sistemas Informaticos, Univ. Jaume I, Castellon ; Pla, F. ; Sotoca, J.M. ; Garcia-Sevilla, P.

This work presents the application of a novel technique on dimensionality reduction to deal with multispectral images. A distance based on mutual information is used to construct a hierarchical clustering structure. Experimental results show that the method provides a very suitable subset of multispectral bands for pixel classification purposes

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Pattern Recognition, 2006. ICPR 2006. 18th International Conference on  (Volume:2 )

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