Search Results for author: Alexandre Goy

Found 2 papers, 0 papers with code

Limited-angle tomographic reconstruction of dense layered objects by dynamical machine learning

no code implementations21 Jul 2020 Iksung Kang, Alexandre Goy, George Barbastathis

Limited-angle tomography of strongly scattering quasi-transparent objects is a challenging, highly ill-posed problem with practical implications in medical and biological imaging, manufacturing, automation, and environmental and food security.

BIG-bench Machine Learning Transparent objects

Learning to Synthesize: Robust Phase Retrieval at Low Photon counts

no code implementations26 Jul 2019 Mo Deng, Shuai Li, Alexandre Goy, Iksung Kang, George Barbastathis

The quality of inverse problem solutions obtained through deep learning [Barbastathis et al, 2019] is limited by the nature of the priors learned from examples presented during the training phase.

Retrieval

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