Title :
Advanced initialization possibilities of active contours
Author :
Bako, Marián ; Karch, Peter ; Dulova, O.
Author_Institution :
Dept. of Cybern. & Artificial Intell., FEI TU of Kosice, Kosice, Slovakia
Abstract :
This paper deals with possible ways of initialization in the area of image segmentation by means of deformable models (of active contours). The paper clarifies basic principle of methods of deformable models, describes current existing methods and categorizes them. In the end it describes a method based on the cooperation with “Graph cut” method, and a method of initialization of detected motion of deformable models in dynamic images.
Keywords :
image segmentation; active contour; deformable model; dynamic image; graph cut method; image segmentation; initialization method; Active contours; Deformable models; Image segmentation; Level set; Motion segmentation; Shape; Video sequences; Active contours; deformable models; image segmentation;
Conference_Titel :
Applied Machine Intelligence and Informatics (SAMI), 2012 IEEE 10th International Symposium on
Conference_Location :
Herl´any
Print_ISBN :
978-1-4577-0196-2
DOI :
10.1109/SAMI.2012.6208965