Title :
Convex formulation and global optimization for multimodal active contour segmentation
Author :
De Vylder, Jonas ; Rooms, Filip ; Philips, Wilfried
Author_Institution :
Dept. of Telecommun. & Inf. Process., Ghent Univ., Ghent, Belgium
Abstract :
Region based active contours have been proven useful in a wide range of applications. This method however hampers from the drawback that in only allows bimodal segmentation, i.e. foreground and background are two regions with approximately uniform intensity. In this paper we propose a new active contour with convex energy which allows multimodal foreground and background.
Keywords :
image segmentation; bimodal segmentation; convex energy; convex formulation; global optimization; multimodal active contour segmentation; Active contours; Gaussian distribution; Image segmentation; Microorganisms; Optimization; Signal processing;
Conference_Titel :
Image and Signal Processing and Analysis (ISPA), 2011 7th International Symposium on
Conference_Location :
Dubrovnik
Print_ISBN :
978-1-4577-0841-1
Electronic_ISBN :
1845-5921