Mr. Khelifa Djerriri Profile

Khelifa Djerriri

at Ctr National des Techniques Spatiales

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Publications (6)

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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Proceedings Article | 18 October 2016 Presentation + Paper

Pansharpening remotely sensed data by using nonnegative matrix factorization and spectral-spatial degradation models

Nezha Farhi, Moussa Sofiane Karoui, Khelifa Djerriri, Issam Boukerch

Proceedings Volume 10004, 1000407 (2016) https://doi.org/10.1117/12.2241408

KEYWORDS: Multispectral imaging, Spatial resolution, Image fusion, Data modeling, Remote sensing, Matrices, Earth observing sensors, High resolution satellite images, Alternate lighting of surfaces, Sensors

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Proceedings Article | 15 October 2015 Paper

Fuzzy ontologies for semantic interpretation of remotely sensed images

Khelifa Djerriri, Mimoun Malki

Proceedings Volume 9643, 96432F (2015) https://doi.org/10.1117/12.2195071

KEYWORDS: Landsat, Image segmentation, Fuzzy logic, Vegetation, Image classification, Remote sensing, Earth observing sensors, Image processing, Logic, Classification systems

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Proceedings Article | 17 October 2013 Paper

Application of genetic programming and Landsat multi-date imagery for urban growth monitoring

Khelifa Djerriri, Mimoun Malki

Proceedings Volume 8892, 889210 (2013) https://doi.org/10.1117/12.2029309

KEYWORDS: Landsat, Genetics, Computer programming, Mathematical modeling, Statistical modeling, Image processing, Data modeling, Satellites, Image classification, Earth observing sensors

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Proceedings Article | 8 November 2012 Paper

Object-based image analysis and data mining for building ontology of informal urban settlements

Dejrriri Khelifa, Malki Mimoun

Proceedings Volume 8537, 85371I (2012) https://doi.org/10.1117/12.974444

KEYWORDS: Image segmentation, Image classification, Image analysis, Image processing, Data mining, Image processing algorithms and systems, Genetic algorithms, Roads, Remote sensing, Earth observing sensors

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Showing 5 of 6 publications

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