Image segmentation using morphological tools

Pardo, Alvaro

Resumen:

In this work we study the extraction of semantic objects from images together with a metric that ranks them according to their perceptual significance. To obtain an initial segmentation we use elements of mathematical morphology (level sets and level lines) and some properties such as T-junctions, contrast and compactness. Then, to refine the initial partition we apply regularization techniques and a standard merging algorithm. Finally, we compute a perceptual metric using factors that influence our perception.


Detalles Bibliográficos
2002
Image segmentation
Morphological tools
Perceptual metric
Inglés
Universidad de la República
COLIBRI
https://hdl.handle.net/20.500.12008/21221
Acceso abierto
Licencia Creative Commons Atribución – No Comercial – Sin Derivadas (CC - By-NC-ND)