On the use of machine learning for solving computational imaging problems

by Barbastathis, George
Published 2021

On the use of deep learning for computational imaging

by Barbastathis, George
Published 2021

Spectral pre-modulation of training examples enhances the spatial resolution of the phase extraction neural network (PhENN)

by Li, Shuai, Barbastathis, George
Published 2019

Probability of error as an image metric for the assessment of tomographic reconstruction of dense-layered binary-phase objects

by Kang, Iksung, Barbastathis, George
Published 2021

Wigner distribution function of volume holograms

by Oh, Se Baek, Barbastathis, George
Published 2009

On the use of deep learning for computational imaging

by Barbastathis, George, Ozcan, Aydogan, Situ, Guohai
Published 2020

Phase Extraction Neural Network (PhENN) with Coherent Modulation Imaging (CMI) for phase retrieval at low photon counts

by Kang, Iksung, Zhang, Fucai, Barbastathis, George
Published 2021

Analysis of Phase-Extraction Neural Network (PhENN) performance for lensless quantitative phase imaging

by Li, Shuai, Barbastathis, George, Goy, Alexandre
Published 2021

A Machine Learning-Aided Global Diagnostic and Comparative Tool to Assess Effect of Quarantine Control in COVID-19 Spread

by Dandekar, Raj, Rackauckas, Christopher V, Barbastathis, George
Published 2020

Analysis of Phase-Extraction Neural Network (PhENN) performance for lensless quantitative phase imaging

by Li, Shuai, Barbastathis, George, Goy, Alexandre Sydney Robert
Published 2021

Quantitative phase microscopy using deep neural networks

by Li, Shuai, Sinha, Ayan T, Lee, Justin, Barbastathis, George
Published 2018

Micro Snap-Fits for Latching 3D MEMS Assemblies

by Shaar, Nader Salah, Barbastathis, George, Livermore-Clifford, Carol
Published 2018

Macroscopic Invisibility Cloak for Visible Light

by Zhang, Baile, Luo, Yuan, Liu, Xiaogang, Barbastathis, George
Published 2011

The importance of physical pre-processors for quantitative phase retrieval under extremely low photon counts

by Goy, Alexandre, Arthur, Kwabena, Li, Shuai, Barbastathis, George
Published 2021

Randomized probe imaging through deep k-learning

by Guo, Zhen, Levitan, Abraham, Barbastathis, George, Comin, Riccardo
Published 2022

Lensless computational imaging through deep learning

by Sinha, Ayan T, Lee, Justin, Li, Shuai, Barbastathis, George
Published 2018

Dynamical machine learning volumetric reconstruction of objects' interiors from limited angular views

by Kang, Iksung, Goy, Alexandre Sydney Robert, Barbastathis, George
Published 2021

Interferometric tomography of fuel cells for monitoring membrane water content

by Waller, Laura, Kim, Jungik, Shao-Horn, Yang, Barbastathis, George
Published 2013

Design of thin-film photonic metamaterial Luneburg lens using analytical approach

by Gao, Hanhong, Zhang, Baile, Johnson, Steven G., Barbastathis, George
Published 2013