Learning to combine spectral indices with genetic programming

JFH Albarracin, JA Dos Santos… - 2016 29th SIBGRAPI …, 2016 - ieeexplore.ieee.org
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 (ie, 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.

[CITATION][C] Learning to combine spectral indices with genetic programming

J Hernández, JA dos Santos, RDS Torres - Proceedings of the 29th Conference on …, 2016
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