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