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.
This repository contains:
- Keras implementation of the MB-HoloNet
- MATLAB implementation of inline hologram synthesize
- Python 3.6.5
- Tensorflow 1.15
- Keras 2.2.5
- If you have your own data, put it in
./code/data/, then run./code/keras/train.pyafter setting your parameters - If you don't have a code,
./code/matlab/HoloData_sim.mcan generate training data. - You can also down a sample data here: https://drive.google.com/file/d/10i2N8HV9x5AOxZZ5OVOke0LgYENZKZ1E/view?usp=sharing, put it in
./code/data/, and then run the./code/keras/train.py
Ni Chen, nichen@arizona.edu