Topological descriptors for 3D surface analysis

@inproceedings{Zeppelzauer2016TopologicalDF,
  title={Topological descriptors for 3D surface analysis},
  author={Matthias Zeppelzauer and Bartosz Zielinski and Mateusz Juda and Markus Seidl},
  booktitle={CTIC},
  year={2016}
}
We investigate topological descriptors for 3D surface analysis, i.e. the classification of surfaces according to their geometric fine structure. On a dataset of high-resolution 3D surface reconstructions we compute persistence diagrams for a 2D cubical filtration. In the next step we investigate different topological descriptors and measure their ability to discriminate structurally different 3D surface patches. We evaluate their sensitivity to different parameters and compare the performance… CONTINUE READING
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