[Insight-users] segmentation options

Nicholas Tustison ntustison at gmail.com
Wed Apr 18 12:06:50 EDT 2012


Hi Sid,

We built an ITK-based E-M segmentation algorithm called Atropos
which is available through ANTS

http://sourceforge.net/projects/advants/

and is detailed in the following publication

http://www.ncbi.nlm.nih.gov/pubmed/21373993

Nick

On Apr 18, 2012, at 11:49 AM, Siddharth Srivastava wrote:

> Hi everyone,
>       I wanted to know what options are available to me for writing an Expectation-Maximization
> segmentation routine using ITK filters? Also, are there ways to introduce MRF based regularization
> in the framework using ITK based filters? The data shall be 2D or 3D. 
>      An advice on already implemented filters, or Insignt publications would be really helpful.
> Thanks,
> Sid.
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