[Insight-users] itkSampleMeanShiftClusteringFilter.txx

Luis Ibanez luis.ibanez at kitware.com
Fri Aug 25 15:10:20 EDT 2006


Hi Eric,


I think the basic algorithm is the one described in:

   "Mean Shift: A robust approach toward feature space analysis"
   by D. Comaniciu and P. Meer.
   IEEE - PAMI
   Vol 24. No. 5. May 2002


Regards,


    Luis


----------------------
Eric John wrote:
> Thanks Luis,
> 
> Can you tell which paper this algorithm is based on. Thanks,
> 
> Eric
> 
>     ------------------------------------------------------------------------
>     From:  /Luis Ibanez <luis.ibanez at kitware.com>/
>     To:  /Eric John <elviscrazyfingers at hotmail.com>/
>     CC:  /insight-users at itk.org/
>     Subject:  /Re: [Insight-users] itkSampleMeanShiftClusteringFilter.txx/
>     Date:  /Thu, 24 Aug 2006 09:06:38 -0400/
>      >
>      >Hi Eric,
>      >
>      >This filter is expecting a "Sample" as an input.
>      >
>      >In order to apply the filter the population of pixels
>      >in an image you must first use the ScalarImageToListAdaptor class:
>      >
>      >http://www.itk.org/Insight/Doxygen/html/classitk_1_1Statistics_1_1ScalarImageToListAdaptor.html
>      >
>      >For an example on how to use these two classes together
>      >you may want to look at:
>      >
>      >     Insight/Testing/Code/Numerics/Statistics/
>      >         itkSampleMeanShiftClusteringFilterTest.cxx
>      >
>      >
>      >
>      >   Regards,
>      >
>      >
>      >      Luis
>      >
>      >
>      >----------------
>      >Eric John wrote:
>      >>Hello all,
>      >>  Does anyone have experience with how to
>      >>itkSampleMeanShiftClusteringFilter.txx in itk? Also, would it work
>      >>for 3d images? Thanks alot,
>      >>Eric
>      >>
>      >>
>      >




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