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Pattern Recognition, International Conference on (2006)
Hong Kong
Aug. 20, 2006 to Aug. 24, 2006
ISSN: 1051-4651
ISBN: 0-7695-2521-0
pp: 760-763
Pedro Garcia-Sevilla , Universitat Jaume I, 12071 Castell´on (Spain)
Adolfo Martinez-Uso , Universitat Jaume I, 12071 Castell´on (Spain)
Jose M. Sotoca , Universitat Jaume I, 12071 Castell´on (Spain)
Filiberto Pla , Universitat Jaume I, 12071 Castell´on (Spain)
ABSTRACT
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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CITATION
Pedro Garcia-Sevilla, Adolfo Martinez-Uso, Jose M. Sotoca, Filiberto Pla, "Clustering-based multispectral band selection using mutual information", Pattern Recognition, International Conference on, vol. 02, no. , pp. 760-763, 2006, doi:10.1109/ICPR.2006.375
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