Title
Automatic 3D model-based method for liver segmentation in MRI based on active contours and total variation minimization.
Abstract
•Automatic and accurate 3D active contour method for MRI liver segmentation.•New approach to enhance the contrast in the input MRI image.•The proposed methodology replaces the input image by a model based probability map.•The minimization of this model is achieved by means of dual approach of Chambolle.•Validation of the performance of the method with well-established quality metrics.
Year
DOI
Venue
2015
10.1016/j.bspc.2015.04.005
Biomedical Signal Processing and Control
Field
DocType
Volume
Active contour model,Computer vision,Scale-space segmentation,Pattern recognition,Medical imaging,Segmentation,Image segmentation,Tomography,Artificial intelligence,Real-time MRI,Mathematics,Magnetic resonance imaging
Journal
20
ISSN
Citations 
PageRank 
1746-8094
4
0.42
References 
Authors
14
4
Name
Order
Citations
PageRank
Arantza Bereciartua161.81
Artzai Picón212110.60
Adrian Galdran317515.36
Pedro M. Iriondo4364.69