George Barbastathis

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 22

Top Topics

Video Recordings

Maximum Likelihood

Top Venues

Comput. Chem. Eng.

SIAM J. Imaging Sci.

Machine Learning for Scientific Imaging

Publications

Thanadet Chuangsuwanich, Monisha E. Nongpiur, Fabian A. Braeu, Tin Aung Tun, Alexandre H. Thiery, Shamira A. Perera, Ching Lin Ho, Martin Lindsay Buist, George Barbastathis, Tin Aung, Michaël J. A. Girard
Introducing the Biomechanics-Function Relationship in Glaucoma: Improved Visual Field Loss Predictions from intraocular pressure-induced Neural Tissue Strains. CoRR (2024)
Prakitr Srisuma, George Barbastathis, Richard D. Braatz
Real-time Estimation of Bound Water Concentration during Lyophilization with Temperature-based State Observers. CoRR (2024)
Iksung Kang, Yi Jiang, Mirko Holler, Manuel Guizar-Sicairos, A. F. J. Levi, Jeffrey Klug, Stefan Vogt, George Barbastathis
Accelerated deep self-supervised ptycho-laminography for three-dimensional nanoscale imaging of integrated circuits. CoRR (2023)
Fabian A. Braeu, Thanadet Chuangsuwanich, Tin Aung Tun, Shamira A. Perera, Rahat Husain, Aiste Kadziauskiene, Leopold Schmetterer, Alexandre H. Thiéry, George Barbastathis, Tin Aung, Michaël J. A. Girard
The 3D Structural Phenotype of the Glaucomatous Optic Nerve Head and its Relationship with The Severity of Visual Field Damage. CoRR (2023)
Kaiqiang Wang, Li Song, Chutian Wang, Zhenbo Ren, Guangyuan Zhao, Jiazhen Dou, Jianglei Di, George Barbastathis, Renjie Zhou, Jianlin Zhao, Edmund Y. Lam
On the use of deep learning for phase recovery. CoRR (2023)
Prakitr Srisuma, George Barbastathis, Richard D. Braatz
Analytical solutions for the modeling, optimization, and control of microwave-assisted freeze drying. Comput. Chem. Eng. 177 (2023)
Prakitr Srisuma, Ajinkya Pandit, Qihang Zhang, Moo Sun Hong, Janaka Gamekkanda, Fabio Fachin, Nathan Moore, Dragan Djordjevic, Michael Schwärzler, Tolutola Oyetunde, Wenlong Tang, Allan S. Myerson, George Barbastathis, Richard D. Braatz
Thermal imaging-based state estimation of a Stefan problem with application to cell thawing. Comput. Chem. Eng. 173 (2023)
Prakitr Srisuma, George Barbastathis, Richard D. Braatz
Mechanistic Modeling and Analysis of Thermal Radiation in Conventional, Microwave-assisted, and Hybrid Freeze Drying for Biopharmaceutical Manufacturing. CoRR (2023)
Zhen Guo, Jung Ki Song, George Barbastathis, Michael E. Glinsky, Courtenay T. Vaughan, Kurt W. Larson, Bradley K. Alpert, Zachary H. Levine
Advantage of Machine Learning over Maximum Likelihood in Limited-Angle Low-Photon X-Ray Tomography. Machine Learning for Scientific Imaging (2022)
Zhen Guo, Zhiguang Liu, Qihang Zhang, George Barbastathis, Michael E. Glinsky
Noise-resilient approach for deep tomographic imaging. CoRR (2022)
Fabian A. Braeu, Thanadet Chuangsuwanich, Tin Aung Tun, Alexandre H. Thiery, Tin Aung, George Barbastathis, Michaël J. A. Girard
AI-based Clinical Assessment of Optic Nerve Head Robustness Superseding Biomechanical Testing. CoRR (2022)
Fabian A. Braeu, Alexandre H. Thiéry, Tin Aung Tun, Aiste Kadziauskiene, George Barbastathis, Tin Aung, Michaël J. A. Girard
Geometric Deep Learning to Identify the Critical 3D Structural Features of the Optic Nerve Head for Glaucoma Diagnosis. CoRR (2022)
Zhen Guo, Jung Ki Song, George Barbastathis, Michael E. Glinsky, Courtenay T. Vaughan, Kurt W. Larson, Bradley K. Alpert, Zachary H. Levine
Physics-assisted Generative Adversarial Network for X-Ray Tomography. CoRR (2022)
Iksung Kang, Ziling Wu, Yi Jiang, Yudong Yao, Junjing Deng, Jeffrey Klug, Stefan Vogt, George Barbastathis
Attentional Ptycho-Tomography (APT) for three-dimensional nanoscale X-ray imaging with minimal data acquisition and computation time. CoRR (2022)
Zhen Guo, Jung Ki Song, George Barbastathis, Michael E. Glinsky, Courtenay T. Vaughan, Kurt W. Larson, Bradley K. Alpert, Zachary H. Levine
Advantage of Machine Learning over Maximum Likelihood in Limited-Angle Low-Photon X-Ray Tomography. CoRR (2021)
Iksung Kang, Alexandre Goy, George Barbastathis
Limited-angle tomographic reconstruction of dense layered objects by dynamical machine learning. CoRR (2020)
Mo Deng, Shuai Li, Iksung Kang, Nicholas X. Fang, George Barbastathis
On the interplay between physical and content priors in deep learning for computational imaging. CoRR (2020)
Raj Dandekar, Christopher Rackauckas, George Barbastathis
A Machine Learning-Aided Global Diagnostic and Comparative Tool to Assess Effect of Quarantine Control in COVID-19 Spread. Patterns 1 (9) (2020)
Mo Deng, Shuai Li, Alexandre Goy, Iksung Kang, George Barbastathis
Learning to Synthesize: Robust Phase Retrieval at Low Photon counts. CoRR (2019)
Chenglong Bao, George Barbastathis, Hui Ji, Zuowei Shen, Zhengyun Zhang
Coherence Retrieval Using Trace Regularization. SIAM J. Imaging Sci. 11 (1) (2018)
Mo Deng, Shuai Li, George Barbastathis
Learning to synthesize: splitting and recombining low and high spatial frequencies for image recovery. CoRR (2018)
Ayan Sinha, Justin Lee, Shuai Li, George Barbastathis
Lensless computational imaging through deep learning. CoRR (2017)
Ajay Giri Prakash Kottapalli, Chee Wee Tan, Jianmin Miao, George Barbastathis, Michael S. Triantafyllou
Design and characterization of liquid crystal polymer membrane MEMS sensors for underwater sensing applications: A biomimetic of lateral-line fish sensing. ROBIO (2011)
Se Baek Oh, George Barbastathis, Ramesh Raskar
Augmenting Light Field to model Wave Optics effects CoRR (2009)
George Barbastathis
Novel Diffractive Optical Elements and Algorithms for Real-Time 3D and Hyperspectral Imaging. 3DPVT (2004)
Arnab Sinha, George Barbastathis
Resonant holography. Inf. Sci. 149 (1-3) (2003)
Wei-Chuan Shih, Chee Wei Wong, Yong Bae Jeon, Sang-Gook Kim, George Barbastathis
MEMS tunable gratings with analog actuation. Inf. Sci. 149 (1-3) (2003)
Arnab Sinha, George Barbastathis
Resonant Holography. JCIS (2002)
Wei-Chuan Shih, Chee Wei Wong, Yong Bae Jeon, Sang-Gook Kim, George Barbastathis
MEMS Tunable Gratings with Analog Actuation. JCIS (2002)
Wenhai Liu, Demetri Psaltis, George Barbastathis, Arnab Sinha
Real-time hyperspectral imaging with volume holographic optical elements. ICIP (2) (2001)
George Barbastathis, David J. Brady
Multidimensional tomographic imaging using volume holography. Proc. IEEE 87 (12) (1999)
Christophe Moser, George Barbastathis, Demetri Psaltis
3-D measurements using conoscopy and application to ophthalmology. EUSIPCO (1998)
George Barbastathis
Book Review: "Impossible Minds", by Igor Aleksander. Int. J. Neural Syst. 8 (2) (1997)
Demetri Psaltis, George Barbastathis, Allen Pu
Holographic 3D disks. ICECS (1996)