Genetic programming and one-class classification for discovering useful spectral transformations
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- @InProceedings{Djerriri:2015:ieeeIGARSS,
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author = "Khelifa Djerriri and Malki Mimoun",
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booktitle = "IEEE International Geoscience and Remote Sensing
Symposium (IGARSS)",
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title = "Genetic programming and one-class classification for
discovering useful spectral transformations",
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year = "2015",
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pages = "425--428",
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abstract = "This work presents a new approach for automatic
discovering of useful spectral transformations in
remotely sensed imagery. The method applies an approach
based on One-class classification, ISODATA unsupervised
classification and Genetic Programming (GP) to combine
spectral bands. Experiments on burned areas extraction
from Landsat8-Oli images show that the proposed method
yields better results than the traditional spectral
transformations.",
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keywords = "genetic algorithms, genetic programming",
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DOI = "doi:10.1109/IGARSS.2015.7325791",
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ISSN = "2153-6996",
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month = jul,
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notes = "Also known as \cite{7325791}",
- }
Genetic Programming entries for
Khelifa Djerriri
Malki Mimoun
Citations