Learning to Combine Spectral Indices with Genetic Programming

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@InProceedings{Albarracin:2016:SIBGRAPI,
  author =       "Juan Felipe {Hernandez Albarracin} and 
                 Jefersson Alex {dos Santos} and Ricardo {da S. Torres}",
  booktitle =    "2016 29th SIBGRAPI Conference on Graphics, Patterns
                 and Images (SIBGRAPI)",
  title =        "Learning to Combine Spectral Indices with Genetic
                 Programming",
  year =         "2016",
  pages =        "408--415",
  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.",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1109/SIBGRAPI.2016.063",
  month =        oct,
  notes =        "Also known as \cite{7813062}",
}

Genetic Programming entries for Juan Felipe Hernandez Albarracin Jefersson Alex dos Santos Ricardo da Silva Torres

Citations