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Code of "Model-based holographic network for 3D particle imaging", IEEE Transactions on Computational Imaging, 2021.

ni-chen.github.io/3d-mb-holonet/

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Model-based Deep 3D holographic imaging

This is the open source repository for our paper of: "Holographic 3D particle imaging with model-based deep network", Ni Chen, Congli Wang, and Wolfgang Heidrich, IEEE Transactions on Computational Imaging 7: 288-296, 2021.

Overview

This repository contains:

Keras implementation of the MB-HoloNet
MATLAB implementation of inline hologram synthesize

Requirements

Python 3.6.5
Tensorflow 1.15
Keras 2.2.5

Contact

Ni Chen, ni.chen@kaust.edu.sa

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Code of "Model-based holographic network for 3D particle imaging", IEEE Transactions on Computational Imaging, 2021.

ni-chen.github.io/3D-MB-HoloNet/

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