| Título |
Support Vector Machines Applied to 2-D Binary Image Euler Number Computation |
| Tipo |
Congreso |
| Sub-tipo |
Memoria |
| Descripción |
2016 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2016 |
| Resumen |
In this communication we explain how a Support Vector Machine (SVM) can be applied to compute the Euler number or Genus of a 2-D binary image. By taking into account the results provided by a mathematical formulation that is known producing exact results we derive two specialized SVM-based architectures, one useful for the 4-connected case and one useful for the 8-connected case. We validate the applicability of both architectures with two sets of images and compare their performance in terms of processing times with several standard methods reported in literature. |
| Observaciones |
DOI 10.1109/ICMEAE.2016.010 |
| Lugar |
Cuernavaca, Morelos |
| País |
Mexico |
| No. de páginas |
3-8 |
| Vol. / Cap. |
|
| Inicio |
2016-11-22 |
| Fin |
2016-11-25 |
| ISBN/ISSN |
9781509052905 |
