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Clustering-based multispectral band selection using mutual information
Hong Kong August 20-August 24
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.37518th International Conference on Patt ...
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Adolfo Martinez-Uso, Filiberto Pla, Jose M. Sotoca, Pedro Garcia-Sevilla, "Clustering-based multispectral band selection using mutual information," Pattern Recognition, International Conference on, vol. 2, pp. 760-763, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006.
 
 
BibTex
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@article{ 10.1109/ICPR.2006.375,
author = {Adolfo Martinez-Uso and Filiberto Pla and Jose M. Sotoca and Pedro Garcia-Sevilla},
title = {Clustering-based multispectral band selection using mutual information},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2006},
issn = {1051-4651},
pages = {760-763},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.375},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Pattern Recognition, International Conference on
TI - Clustering-based multispectral band selection using mutual information
SN - 1051-4651
SP760
EP763
A1 - Adolfo Martinez-Uso,
A1 - Filiberto Pla,
A1 - Jose M. Sotoca,
A1 - Pedro Garcia-Sevilla,
PY - 2006
KW - null
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
Adolfo Martinez-Uso, Universitat Jaume I, 12071 Castell?on (Spain)
Filiberto Pla, Universitat Jaume I, 12071 Castell?on (Spain)
Jose M. Sotoca, Universitat Jaume I, 12071 Castell?on (Spain)
Pedro Garcia-Sevilla, Universitat Jaume I, 12071 Castell?on (Spain)
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.
Citation:
Adolfo Martinez-Uso, Filiberto Pla, Jose M. Sotoca, Pedro Garcia-Sevilla, "Clustering-based multispectral band selection using mutual information," icpr, vol. 2, pp.760-763, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006
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