Prof. Gilles Louppe Profile

Prof. Gilles Louppe

at Liege Univ

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Publications (2)

Proceedings Article | 30 August 2022 Presentation + Paper

A simulator-based autoencoder for focal plane wavefront sensing

Maxime Quesnel, Gilles Orban de Xivry, Olivier Absil, Gilles Louppe

Proceedings Volume 12185, 1218532 (2022) https://doi.org/10.1117/12.2629476

KEYWORDS: Data modeling, Point spread functions, Signal to noise ratio, Wavefront sensors, Performance modeling, Adaptive optics, Computer programming, Computer architecture, Statistical modeling, Optical simulations, Machine learning, Artificial neural networks

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Proceedings Article | 13 December 2020 Presentation + Paper

Deep learning-based focal plane wavefront sensing for classical and coronagraphic imaging

Maxime Quesnel, Gilles Orban de Xivry, Gilles Louppe, Olivier Absil

Proceedings Volume 11448, 114481G (2020) https://doi.org/10.1117/12.2562456

KEYWORDS: Wavefront sensors, Machine learning, Point spread functions, Imaging systems, Adaptive optics, Coronagraphy, Artificial neural networks, Computer architecture, Convolutional neural networks, Error analysis

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