A novel hybrid segmentation method for medical images based on level set

G Wang, H Liu, S Zhang, J Liang - 2009 2nd International …, 2009 - ieeexplore.ieee.org
In this paper, integrating boundary and region information of medical images, we propose a
novel hybrid segmentation method based on level set. The main contributions of this paper …

Medical image segmentation using new hybrid level-set method

Y Zhang, BJ Matuszewski, LK Shark… - 2008 fifth international …, 2008 - ieeexplore.ieee.org
In this paper, a new hybrid medical image segmentation method in the level-set framework
is proposed. The method uses both the objectpsilas boundary and region information to …

A fast image segmentation approach based on level set method

L Zhang, X Wu, Z Sheng - 2006 8th international Conference …, 2006 - ieeexplore.ieee.org
All level set based image segmentation methods are based on an assumption that the level
set function is or close to a signed distance function (SDF). Small time step and costly …

Multi-scale Level Set Method for Medical Image Segmentation without Re-initialization

XF Wang, H Min, L Zou, YG Zhang - … , ICIC 2014, Taiyuan, China, August 3 …, 2014 - Springer
This paper presents a novel level set method to segment medical image with intensity
inhomogeneity (IIH). The multi-scale segmentation idea is incorporated and a new penalty …

Performance evaluation on segmentation methods for medical images

M Khare, RK Srivastava, A Khare - Proceedings of the International …, 2011 - dl.acm.org
This paper presents the performance evaluation of different segmentation algorithms for
medical images. Accuracy and clarity are very important issues for medical imaging and …

A robust level set framework for medical image segmentation

Y Yang, P Lin, C Zheng, X Yan - 2004 International Conference …, 2004 - ieeexplore.ieee.org
In this paper, a new speed function of level set framework is presented. The region
information, instead of the image gradient information, is fused into the level set fundamental …

Local hybrid level-set method for MRA image segmentation

Q Hong, Q Li, J Tian - 2010 10th IEEE International Conference …, 2010 - ieeexplore.ieee.org
In this paper, a local hybrid level-set method for medical image segmentation is presented.
In proposed method, a locally fitted binary energy function is introduced into the hybrid level …

Makers based level set method for image segmentation

S Zheng, CC Yang, SL Xiang… - … Conference on Machine …, 2008 - ieeexplore.ieee.org
This paper presents a novel image segmentation method based on the integration of level
set and marker methods. The two distinct techniques for image processing are combined in …

Model-based medical image segmentation: a level set approach

P Lin, CX Zheng, Y Yang - Fifth World Congress on Intelligent …, 2004 - ieeexplore.ieee.org
Level set method has been widely applied to medical image segmentation and analysis.
This method requires the definition of a speed function that governs model deformation. In …

Shape based segmentation by level set method for medical objects containing two regions

S Tae-O-Sot, S Auethavekiat… - … Conference on Image …, 2006 - ieeexplore.ieee.org
Most of segmentation algorithms are based on the assumption of intensity homogeneity
within an object. However, in many applications, the object of interest contains more than …