Paper Info
Title
Multiphase Image Segmentation Using the Deformable Simplicial Complex Method
Abstract
The deformable simplicial complex method is a generic method for tracking deformable interfaces. It provides explicit interface representation, topological adaptivity, and multiphase support. As such, the deformable simplicial complex method can readily be used for representing active contours in image segmentation based on deformable models. We show the benefits of using the deformable simplicial complex method for image segmentation by segmenting an image into a known number of segments characterized by distinct mean pixel intensities.
Year
DOI
Venue
2014
10.1109/ICPR.2014.182
ICPR
Keywords
Field
DocType
image representation,image segmentation,active contours,deformable interface tracking,deformable simplicial complex method,distinct mean pixel intensities,explicit interface representation,generic method,multiphase image segmentation,multiphase support,topological adaptivity
Computer vision,Scale-space segmentation,Pattern recognition,Image texture,Computer science,Level set,Segmentation-based object categorization,Image segmentation,Simplicial complex,Pixel,Artificial intelligence
Conference
ISSN
Citations 
PageRank 
1051-4651
0
0.34
References 
Authors
0
3
Name
Order
Citations
PageRank
Vedrana Andersen Dahl156.87
Asger Nyman Christiansen2232.48
Jakob Andreas Bærentzen3587.67