Every surface mesh can be characterized by a combination of its most prominent frequency components, or surface harmonics. The Laplace-Beltrami operator, is a discretized method to determine the surface harmonics at each vertex.
LBOmeshfilter allows reconstruction of a 3D surface mesh using the first n eigenvectors, which can be useful for different mesh processing tasks. When all eigenvectors are used for reconstruction, the original mesh is generated.
Project is created with:
- Python version: 3.8.5
To run this project:
- Create and/or load a virtual environment (optional)
conda create -n yourenvname python=3.8
conda activate yourenvname
- Clone repository
git clone https://github.com/T-AbdelAlim/LBOmeshfilter.git
cd LBOmeshfilter
- Install requirements
pip install -r requirements.txt
- Run examples --> (results saved in
/examples/results)
python test.py
