Ms. Lydia Abady Profile

Lydia Abady

at Univ. degli Studi di Siena

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Publications (3)

SPIE Journal Paper | 7 February 2024 Open Access

Generation of synthetic generative adversarial network-based multispectral satellite images with improved sharpness

Lydia Abady, Mauro Barni, Andrea Garzelli, Benedetta Tondi

JARS, Vol. 18, Issue 01, 014510, (February 2024) https://doi.org/10.1117/12.10.1117/1.JRS.18.014510

KEYWORDS: Vegetation, Image sharpness, RGB color model, Education and training, Gallium nitride, Land cover, Multispectral imaging, Image quality, Spatial resolution, Satellites

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SPIE Journal Paper | 1 November 2022 Open Access

Manipulation and generation of synthetic satellite images using deep learning models

Lydia Abady, János Horváth, Benedetta Tondi, Edward Delp, Mauro Barni

JARS, Vol. 16, Issue 04, 046504, (November 2022) https://doi.org/10.1117/12.10.1117/1.JRS.16.046504

KEYWORDS: Satellites, Satellite imaging, Earth observing sensors, Vegetation, Transformers, RGB color model, Gallium nitride, Image segmentation, Data modeling, Near infrared

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Proceedings Article | 20 September 2020 Presentation + Paper

GAN generation of synthetic multispectral satellite images

L. Abady, M. Barni, A. Garzelli, B. Tondi

Proceedings Volume 11533, 115330L (2020) https://doi.org/10.1117/12.2575765

KEYWORDS: Vegetation, Satellites, Satellite imaging, Earth observing sensors, Multispectral imaging, Image classification, Visualization, RGB color model, Image resolution

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