Title :
Smoothing with Active Surfaces: A Multiphase Level Set Approach
Author :
Roover, Cédric De ; Czyz, Jacek ; Macq, Benoit
Author_Institution :
Lab. de Telecommun. et Teledetection, Univ. Catholique de Louvain, Louvain-la-Neuve
Abstract :
In this paper, we propose to use an active contour method to attract active surfaces towards non-smoothed segmentation masks. To achieve this task, we introduce a new region-based term for active contour segmentation in the multiphase level set framework. This term attracts evolving curves to reference contours while being constrained by rigidity terms. This technique considerably reduces flickering on the boundaries of the segmentation masks
Keywords :
image segmentation; smoothing methods; active contour segmentation; active surfaces; multiphase level set approach; nonsmoothed segmentation masks; region-based term; Active contours; Image segmentation; Level set; Partial differential equations; Pattern recognition; Shape; Skeleton; Smoothing methods;
Conference_Titel :
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2521-0
DOI :
10.1109/ICPR.2006.1062