@InProceedings{HernándezSantTorr:2016:LeCoSp,
author = "Hern{\'a}ndez, Juan Felipe and Santos, Jefersson Alex dos and
Torres, Ricardo da S.",
affiliation = "Institute of Computing, University of Campinas and Department of
Computer Science, Federal University of Minas Gerais and Institute
of Computing, University of Campinas",
title = "Learning to Combine Spectral Indices with Genetic Programming",
booktitle = "Proceedings...",
year = "2016",
editor = "Aliaga, Daniel G. and Davis, Larry S. and Farias, Ricardo C. and
Fernandes, Leandro A. F. and Gibson, Stuart J. and Giraldi, Gilson
A. and Gois, Jo{\~a}o Paulo and Maciel, Anderson and Menotti,
David and Miranda, Paulo A. V. and Musse, Soraia and Namikawa,
Laercio and Pamplona, Mauricio and Papa, Jo{\~a}o Paulo and
Santos, Jefersson dos and Schwartz, William Robson and Thomaz,
Carlos E.",
organization = "Conference on Graphics, Patterns and Images, 29. (SIBGRAPI)",
publisher = "IEEE Computer Society´s Conference Publishing Services",
address = "Los Alamitos",
keywords = "Band selection and combination, Genetic Programming.",
abstract = "This paper introduces a Genetic Programming- based method for band
selection and combination, aiming to support remote sensing image
classification tasks. Relying on ground-truth data, our method
selects spectral bands and finds the arithmetic combination of
those bands (i.e., spectral index) that best separates examples of
different classes. Experimental results demonstrate that the
proposed method is very effective in pixel-wise binary
classification problems.",
conference-location = "S{\~a}o Jos{\'e} dos Campos, SP, Brazil",
conference-year = "4-7 Oct. 2016",
doi = "10.1109/SIBGRAPI.2016.063",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2016.063",
language = "en",
ibi = "8JMKD3MGPAW/3M54JAB",
url = "http://urlib.net/ibi/8JMKD3MGPAW/3M54JAB",
targetfile = "PID4359701.pdf",
urlaccessdate = "2024, May 03"
}