Ms. Guanyao Xie Profile

Guanyao Xie

at LETG

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Publications (2)

Proceedings Article | 19 October 2023 Presentation + Paper

Grand Libreville (Gabon) coastline using machine learning and convolutional neural network detection and automatic extraction of the methods

Nina Manomba-Mbadinga, Simona Niculescu, Narimane Zaabar, Jean-Bernard Mombo, Guanyao Xie

Proceedings Volume 12734, 1273402 (2023) https://doi.org/10.1117/12.2678897

KEYWORDS: Sand, Vegetation, Machine learning, Image classification, Education and training, Image segmentation, Convolutional neural networks, Biological samples, Statistical modeling, Deep learning

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Proceedings Article | 2 October 2019 Presentation + Paper

Machine learning methods and classification of vegetation in Brest, France

Guanyao Xie, Simona Niculescu, Chinguyen Lam, Elise Seveno

Proceedings Volume 11157, 111570J (2019) https://doi.org/10.1117/12.2533436

KEYWORDS: Image classification, Vegetation, Remote sensing, Earth observing sensors, Satellites, Multispectral imaging, Satellite imaging, Image processing, Spatial resolution, Convolutional neural networks

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