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3D Single Molecule Localization Microscopy via Deep Learning

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Abstract

We propose a deep-learning based approach to estimate 3D locations of multiple emitters over a large axial range with high accuracy. Localization performance is validated by several experiments on public benchmarks.

© 2020 The Author(s)

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More Like This
Snapshot multi-PSF 3D single-molecule localization microscopy using deep learning

Hayato Ikoma, Yifan Peng, Michael Broxton, and Gordon Wetzstein
CW3B.3 Computational Optical Sensing and Imaging (COSI) 2020

Deep Learning-based Virtual Refocusing of Fluorescence Microscopy Images for Neuron Imaging in 3D

Yichen Wu, Yair Rivenson, Hongda Wang, Yilin Luo, Eyal Ben-David, Laurent A. Bentolila, Christian Pritz, and Aydogan Ozcan
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Elias Nehme, Boris Ferdman, Daniel Freedman, Lucien E. Weiss, Racheli Gordon-Soffer, Tal Naor, Reut Orange Kedem, Onit Alalouf, Tomer Michaeli, and Yoav Shechtman
3W3G.5 3D Image Acquisition and Display: Technology, Perception and Applications (3D) 2021

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