Ms. Rabia Sarah Cheriguene Profile

Rabia Sarah Cheriguene

at Ctr. National des Techniques Spatiales

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Publications (2)

Proceedings Article | 7 October 2019 Paper

Extraction of built-up areas from remote sensing imagery using one-class classification

Khelifa Djerriri, Zakaria Benyelles, Dalila Attaf, Rabia Sarah Cheriguene

Proceedings Volume 11155, 1115521 (2019) https://doi.org/10.1117/12.2535598

KEYWORDS: Image classification, Image segmentation, Remote sensing, Surface plasmons, Binary data, Data modeling, Statistical modeling, Neural networks, Statistical analysis, Satellite imaging

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Proceedings Article | 9 October 2018 Paper

One-dimensional convolution neural networks for object-based feature selection

Dalila Attaf, Khelifa Djerriri, Sarah Rabia Cheriguene, Moussa Sofiane Karoui

Proceedings Volume 10789, 107891N (2018) https://doi.org/10.1117/12.2325640

KEYWORDS: Image segmentation, Feature selection, Convolution, Image classification, Remote sensing, Convolutional neural networks, Feature extraction, Neural networks

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