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This project performs a 3D reconstruction of a cylindrical asphalt mixture sample from a set images on a Dicom file format. The components of asphalt mixture will be identified through 3-phase segmentation. Additionally, a 3D model of the asphalt mixture reconstruction was developed. The project was implemented on the Python programming language using the open-source libraries Numpy, Scipy, Pydicom, Scikit-learn, Matplotlib and Mayavi. A simulation of the asphalt mixtures aging process is implemented using numerical methods on the mechanical, themical and chemical fields.

Home Page: http://asphalt-mixtures-aging-simulator.readthedocs.org

License: GNU General Public License v3.0

Python 100.00%
asphalt-mixture simulation multiphysics image-processing segmentation python 3d-reconstruction pydicom mayavi 3d-models

asphalt-mixtures-aging-simulator's Introduction

Asphalt Aging Simulator

This project performs a 3D reconstruction of a cylindrical asphalt mixture sample from a set images on a Dicom file format. The components of asphalt mixture will be identified through 3-phase segmentation. Additionally, a 3D model of the asphalt mixture reconstruction was developed. The project was implemented on the Python programming language using the open-source libraries Numpy, Scipy, Pydicom, Scikit-learn, Matplotlib and Mayavi. A simulation of the asphalt mixtures aging process is implemented using numerical methods on the mechanical, themical and chemical fields.

This project is licensed under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License.

Consider reading http://asphalt-mixtures-aging-simulator.readthedocs.org for more information.

asphalt-mixtures-aging-simulator's People

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asphalt-mixtures-aging-simulator's Issues

Progress bar needed

For the segmentation process and the simulation, it'd be nice to have a progress bar while the proccesses execute.

Cythonize thermal model

In order to speed up the simulation, it is desirable to use cython to calculate Laplacian

Select slice in the GUI

Add a widget (or GUI element) in the simulation menu that allows the user to select the slice to be simulated.

Licence

It is necessary to define a licence of software having clear the differences between GPL, MIT, BSD, LGPL, etc., keeping in mind the restrictions of the libraries used in the project

Simulation scheme

I uploaded a first attempt to the final simulation scheme. There is a issue in the mechanical model output due to the fact that now the output must be the strain on each element and not the displacements.

About file

It is necessary to have a description of the project in the front page of the repository

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