[Insight-users] question about image and mesh interaction
wanlin
wanlinzhu at gmail.com
Sat Mar 5 21:03:35 EST 2011
Hi, Alexander,
On Sun, Mar 6, 2011 at 2:22 AM, Alexander Taghva <alextaghva at gmail.com>wrote:
> Hello,
> I am relatively new to ITK so I apologize if this is a basic question. I
> am working on implementing an algorithm to extract the brain from non-brain
> on an MRI. In order to do this, I am using a deformable mesh model.
> Specifically, I am using RegularSphereMeshSource and expanding it to match
> the image. There are a few things I am trying to figure out how to do
> efficiently:
>
1. Calculate statistics (e.g. median intensity) for all image points inside
> the mesh.
>
You can use itk::TriangleMeshToBinaryImageFilter to get binary image of your
mesh, then perform statistics operation using
itk::StatisticsLabelMapFilter. (Not sure the performance, i guest you will
do it in each iteration).
>
> 2. Iterate through the mesh to figure out all points connected to any given
> vertex (when I implemented the algorithm in Matlab/C++ mex files, I built an
> adjacency list for each vertex).
>
> What is your given vertex, is it a voxel? what is the meaning of connection
of points to vertex (if for voxel, is it all points inside a voxel cube)?
> 3. Extract the final brain image (specifically, label all points outside
> the mesh 0) after deformation.
>
> itk::TriangleMeshToBinaryImageFilter and itk::MaskImageFilter
Sorry for the length of this post. Thanks for your help.
>
>
>
wanlin
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