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Transient motion classification through turbid volumes via parallelized single-photon detection and deep contrastive embedding


Apr 04, 2022
Shiqi Xu, Wenhui Liu, Xi Yang, Joakim Jönsson, Ruobing Qian, Paul McKee, Kanghyun Kim, Pavan Chandra Konda, Kevin C. Zhou, Lucas Kreiß, Haoqian Wang, Edouard Berrocal, Scott Huettel, Roarke Horstmeyer

* Journal submission 

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Quantitative Jones matrix imaging using vectorial Fourier ptychography


Oct 15, 2021
Xiang Dai, Shiqi Xu, Xi Yang, Kevin C. Zhou, Carolyn Glass, Pavan Chandra Konda, Roarke Horstmeyer


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Increasing a microscope's effective field of view via overlapped imaging and machine learning


Oct 10, 2021
Xing Yao, Vinayak Pathak, Haoran Xi, Amey Chaware, Colin Cooke, Kanghyun Kim, Shiqi Xu, Yuting Li, Timothy Dunn, Pavan Chandra Konda, Kevin C. Zhou, Roarke Horstmeyer


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Imaging dynamics beneath turbid media via parallelized single-photon detection


Jul 22, 2021
Shiqi Xu, Xi Yang, Wenhui Liu, Joakim Jonsson, Ruobing Qian, Pavan Chandra Konda, Kevin C. Zhou, Qionghai Dai, Haoqian Wang, Edouard Berrocal, Roarke Horstmeyer


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Multi-element microscope optimization by a learned sensing network with composite physical layers


Jun 27, 2020
Kanghyun Kim, Pavan Chandra Konda, Colin L. Cooke, Ron Appel, Roarke Horstmeyer

* 6 pages, 3 figures 

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Physics-enhanced machine learning for virtual fluorescence microscopy


Apr 21, 2020
Colin L. Cooke, Fanjie Kong, Amey Chaware, Kevin C. Zhou, Kanghyun Kim, Rong Xu, D. Michael Ando, Samuel J. Yang, Pavan Chandra Konda, Roarke Horstmeyer

* 12 pages, 13 figures 

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