Prof. Chrysoula Tsogka Profile

Prof. Chrysoula Tsogka

at Univ of California Merced

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Publications (2)

Proceedings Article | 3 October 2022 Presentation + Paper

Synthetic aperture radar inverse scattering reconstruction using convolutional neural networks

Jacqueline Alvarez, Arnold Kim, Roummel Marcia, Chrysoula Tsogka

Proceedings Volume 12227, 1222703 (2022) https://doi.org/10.1117/12.2633577

KEYWORDS: Synthetic aperture radar, Signal to noise ratio, Reflectivity, Image restoration, Convolutional neural networks, Machine learning, Inverse scattering, Neural networks, Convolution

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Proceedings Article | 19 August 2020 Presentation + Paper

Machine learning for forward and inverse scattering in synthetic aperture radar

Omar DeGuchy, Jacqueline Alvarez, Arnold Kim, Roummel Marcia, Chrysoula Tsogka

Proceedings Volume 11511, 115110S (2020) https://doi.org/10.1117/12.2568302

KEYWORDS: Synthetic aperture radar, Signal to noise ratio, Reflectivity, Machine learning, Image resolution, Imaging systems, Inverse scattering problem, Image restoration, Matrices

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