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Murphy Lab - Software - Cytometry Part A 2011 Generative Models from Raw Image Data
The software and data used for the following paper can be downloaded below:
T. Peng and R.F. Murphy (2011) Image-derived, Three-dimensional Generative Models of Cellular Organization. Cytometry
Part A 79A:383-391.
The data and code are contained in .tgz files:
Recreating Results from Raw Image Data
- To recreate the results from the article from raw image data, i.e. the 8 figures and 1 table, download the source and data
from the above links.
- Expand the data and source code to the desired destination.
- In Matlab set the location of the data and use it as an input argument to the main method run, e.g.
>> imagepath = '/path/to/images/Hela/3D';
>> run( imagepath )
Recreating Results from Intermediate Results
- To recreate the results from the article from intermediate results, i.e. the 8 figures and 1 table, download the source code and
intermediate results from the above links.
- Expand the intermediate results and source code to the desired destination and move the intermediate
results folder into the source code folder.
tar -xf source_v1.0.tgz
tar -xf inter_results_v1.0.tgz
mv inter_results source
cd source
- In Matlab set the location of the data and use it as an input argument to the main method run, e.g.
>> imagepath = '/path/to/images/Hela/3D';
>> run( imagepath )
This code has been tested on Matlab 2010a for Linux x64.
System requirements
- Matlab
- Image Processing Toolbox for Matlab
- Spline Toolbox for Matlab
- Statistics Toolbox for Matlab
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