[Insight-users] image marching cubes
Luis Ibanez
luis.ibanez at kitware.com
Sun Nov 25 15:46:58 EST 2007
Hi Prashanth,
0) Marching cube *is not a segmentation method*. It is a iso-surface
extraction method. Before using marching cubes, you must first
run a segmentation method on your data.
1) No, you cannot extract the surface of the skull and the surface
of the brain from an MRI image with a single iso-surface with
marching cubes.
2) In order to get familiar with what you can and cannot do with
iso-surface extraction alone, you may want to play with ParaView
www.paraview.org, by loading your image in, and running the
"Contour" filter on it.
3) ITK offers a variety of segmentation methods. You will find many
of them described in the ITK Software Guide:
http://www.itk.org/ItkSoftwareGuide.pdf
You may want to start by trying the region growing methods, and
then follow with the level set methods.
4) For brain segmentation you may want to try the EM Segmenter in
Slicer. www.slicer.org
http://wiki.na-mic.org/Wiki/index.php/Slicer3:EM
This module is based on a combination of ITK and VTK methods.
5) You may also want to try the Brains II application from the
University of Iowa:
http://www.psychiatry.uiowa.edu/mhcrc/pdf/brains/LabManual.pdf
Regards,
Luis
-----------------
Prashanth wrote:
> All,
> I have a MR image volume of a brain with a tumor in it and 'am trying
> to extract the surfaces of the brain and the tumor using Marching Cubes.
> I would really appreciate it if someone can help me with these questions:
> (i) Can I extract the surfaces of brain AND tumor at the same time
> using Marching Cubes ? In other words, extracting two isosurfaces with
> two different contour values (one for brain and the other for tumor) at
> the same time using Marching Cubes.
> (ii) Can ITK handle this ?
>
> Thanks
> Prashanth
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