[Insight-users] Questions about 3D Level Set Method
Luis Ibanez
luis.ibanez at kitware.com
Sat Apr 2 10:33:34 EST 2005
Hi Jay,
What is your surface representation ?
I don't quite see how are you extracting a surface by doing
2D ridge detection along Z...
Is your surface a tube with the axis parallel to Z ?
in that case I would expect that you do 2D ridge detection
along XY and then connect ridges along Z.
Level Set are certainly a good option for filling holes,
however, depending on your surface representation, you
may find useful to use other simpler methods such as the
Voting filters:
http://www.itk.org/Insight/Doxygen/html/classitk_1_1VotingBinaryImageFilter.html
http://www.itk.org/Insight/Doxygen/html/classitk_1_1VotingBinaryHoleFillingImageFilter.html
http://www.itk.org/Insight/Doxygen/html/classitk_1_1VotingBinaryIterativeHoleFillingImageFilter.html
If your image looks more like an ultrasound (which probably
is to expect from a radar image...) you may consider some
model-based methods for extracting contours.
Maybe a screenshot of one of your images will help us to
understand the nature of your problem...
Regards,
Luis
-----------------
Jay Li wrote:
> Dear All,
>
> Here I have some questions about ITK's level set classes. Our system is
> a 3-D holographic radar. The image aquired is a 16-bit 256*256*224
> "cloud" . We performed 2-D ridge detection of each slice along z axis
> (1:224) to extract a "surface". Because of our radar's limitation, there
> are a lot of holes and undesired points on the surface. Can level set
> method smooth a 3-D surface? Can I input a volume data whose voxel
> values are one at the ridge point and zero elsewhere as a target, and
> use level set method to approximate a surface? Thanks.
>
> Sincerely,
>
> Jay
>
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