[Insight-users] Problems to read a vtk file using SimpleITK+Python

Ariel Hernán Curiale curiale at gmail.com
Wed Aug 7 13:49:26 EDT 2013


Brad,

I found that I can run the code (using SimpleITK  from source or the version installed with easy_install) from a ipython console, but if I use the Spyder Enviroment I can run the code only the first time when I start a fresh ipython console (inside the spyder). 

I did a simple test. First I ran the code using SimpleITK (testWriteVTKFile.py) and I could read the vtk image, then I ran another code using scipy and matplotlib (EstudioPesos.py) and finally I tried to run again the testWriterVTKFile.py again but I couldn't read the image again. This is the output inside the spyder:

Python 2.7.5 (default, Aug  1 2013, 00:59:40) 
[GCC 4.2.1 Compatible Apple Clang 4.1 ((tags/Apple/clang-421.11.66))] on darwin
Type "help", "copyright", "credits" or "license" for more information.

Imported NumPy 1.7.1, SciPy 0.12.0, Matplotlib 1.2.1
Type "scientific" for more details.
>>> runfile(r'/Users/ariel/Uva/LPI/Proyectos/Python-ITK-VTK-QT/testWriteVTKFile.py', wdir=r'/Users/ariel/Uva/LPI/Proyectos/Python-ITK-VTK-QT')
Image (0x7ff50a26c3a0)
  RTTI typeinfo:   itk::Image<double, 2u>
  Reference Count: 1
  Modified Time: 462
  Debug: Off
  Observers: 
    none
  Source: (none)
  Source output name: (none)
  Release Data: Off
  Data Released: False
  Global Release Data: Off
  PipelineMTime: 0
  UpdateMTime: 0
  RealTimeStamp: 0 seconds 
  LargestPossibleRegion: 
    Dimension: 2
    Index: [0, 0]
    Size: [100, 100]
  BufferedRegion: 
    Dimension: 2
    Index: [0, 0]
    Size: [100, 100]
  RequestedRegion: 
    Dimension: 2
    Index: [0, 0]
    Size: [100, 100]
  Spacing: [0.834496, 0.822352]
  Origin: [0, 0]
  Direction: 
1 0
0 1

  IndexToPointMatrix: 
0.834496 0
0 0.822352

  PointToIndexMatrix: 
1.19833 0
0 1.21602

  Inverse Direction: 
1 0
0 1

  PixelContainer: 
    ImportImageContainer (0x7ff50a26c580)
      RTTI typeinfo:   itk::ImportImageContainer<unsigned long, double>
      Reference Count: 1
      Modified Time: 460
      Debug: Off
      Observers: 
        none
      Pointer: 0x7ff50a9eb000
      Container manages memory: true
      Size: 10000
      Capacity: 10000

--------------
Here I could read the image
----------------------------------

>>> runfile(r'/Users/ariel/Uva/LPI/Proyectos/Python-ITK-VTK-QT/Ultrasonido/SpeckleTracking/EstudioPesos.py', wdir=r'/Users/ariel/Uva/LPI/Proyectos/Python-ITK-VTK-QT/Ultrasonido/SpeckleTracking')
runfile(r'/Users/ariel/Uva/LPI/Proyectos/Python-ITK-VTK-QT/testWriteVTKFile.py', wdir=r'/Users/ariel/Uva/LPI/Proyectos/Python-ITK-VTK-QT')
>>> Image (0x7ff50c601500)
  RTTI typeinfo:   itk::Image<double, 2u>
  Reference Count: 1
  Modified Time: 1565
  Debug: Off
  Observers: 
    none
  Source: (none)
  Source output name: (none)
  Release Data: Off
  Data Released: False
  Global Release Data: Off
  PipelineMTime: 0
  UpdateMTime: 0
  RealTimeStamp: 0 seconds 
  LargestPossibleRegion: 
    Dimension: 2
    Index: [0, 0]
    Size: [100, 100]
  BufferedRegion: 
    Dimension: 2
    Index: [0, 0]
    Size: [100, 100]
  RequestedRegion: 
    Dimension: 2
    Index: [0, 0]
    Size: [100, 100]
  Spacing: [0.834496, 0.822352]
  Origin: [0, 0]
  Direction: 
1 0
0 1

  IndexToPointMatrix: 
0.834496 0
0 0.822352

  PointToIndexMatrix: 
1.19833 0
0 1.21602

  Inverse Direction: 
1 0
0 1

  PixelContainer: 
    ImportImageContainer (0x7ff50a655820)
      RTTI typeinfo:   itk::ImportImageContainer<unsigned long, double>
      Reference Count: 1
      Modified Time: 1563
      Debug: Off
      Observers: 
        none
      Pointer: 0x7ff50b99aa00
      Container manages memory: true
      Size: 10000
      Capacity: 10000

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/opt/local/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/spyderlib/widgets/externalshell/sitecustomize.py", line 538, in runfile
    execfile(filename, namespace)
  File "/Users/ariel/Uva/LPI/Proyectos/Python-ITK-VTK-QT/testWriteVTKFile.py", line 29, in <module>
    im = sitk.ReadImage("img.vtk")
  File "/opt/local/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/SimpleITK-0.6.1_g1387a-py2.7-macosx-10.7-x86_64.egg/SimpleITK.py", line 4393, in ReadImage
    return _SimpleITK.ReadImage(*args)
RuntimeError: Exception thrown in SimpleITK ReadImage: /Users/ariel/Applications/InsightToolkit-4.4.0/Modules/Core/Common/include/itkImageBase.hxx:189:
itk::ERROR: Image(0x7ff50c00e150): A spacing of 0 is not allowed: Spacing is [8, 0]





Thank again for your time.
__________________________________
| Ariel Hernán Curiale Ph.D Student
| ETSI Telecomunicación
| Universidad de Valladolid
| Campus Miguel Delibes
| 47011 Valladolid, Spain
| Phone: 983-423000 ext. 5590
| Web: www.curiale.com.ar
|_________________________________

El 07/08/2013, a las 18:24, Ariel Hernán Curiale escribió:

> I'm sorry I forgot include the list.
> 
> The compiler used to compile python was:
> >> print(sys.version)
> 2.7.5 (default, Aug  1 2013, 00:59:40) 
> [GCC 4.2.1 Compatible Apple Clang 4.1 ((tags/Apple/clang-421.11.66))]
> 
> 
> These are the compiler that I have in the system:
> 
> 1)
> /usr/bin/clang++ -> clang
> /usr/bin/cc -> clang
> Apple LLVM version 4.2 (clang-425.0.28) (based on LLVM 3.2svn)
> Target: x86_64-apple-darwin11.4.2
> Thread model: posix
> 
> 2)
> /usr/bin/g++ -> ../llvm-gcc-4.2/bin/llvm-g++-4.2
> /usr/bin/gcc -> llvm-gcc-4.2
> i686-apple-darwin11-llvm-gcc-4.2 (GCC) 4.2.1 (Based on Apple Inc. build 5658) (LLVM build 2336.11.00)
> 
> 3) 
> /usr/bin/i686-apple-darwin11-llvm-g++-4.2 -> ../llvm-gcc-4.2/bin/i686-apple-darwin11-llvm-g++-4.2
> /usr/bin/i686-apple-darwin11-llvm-gcc-4.2 -> ../llvm-gcc-4.2/bin/i686-apple-darwin11-llvm-gcc-4.2
> i686-apple-darwin11-llvm-gcc-4.2 (GCC) 4.2.1 (Based on Apple Inc. build 5658) (LLVM build 2336.11.00)
> 
> 
> 
> I set the the variable CC to /usr/bin/cc and then I download and installed the python by mac port.
> 
> 
> __________________________________
> | Ariel Hernán Curiale Ph.D Student
> | ETSI Telecomunicación
> | Universidad de Valladolid
> | Campus Miguel Delibes
> | 47011 Valladolid, Spain
> | Phone: 983-423000 ext. 5590
> | Web: www.curiale.com.ar
> |_________________________________
> 
> El 07/08/2013, a las 17:35, Bradley Lowekamp escribió:
> 
>> Please also include the list in your response.
>> 
>> What compiler was used to compile you macPort version of Python?
>> 
>> >>> import sys
>> >>> print(sys.version)
>> Brad
>> 
>> On Aug 7, 2013, at 10:51 AM, Ariel Hernán Curiale <curiale at gmail.com> wrote:
>> 
>>> Hi Brad,
>>> 
>>> I could run the code using the  version installed with easy_install but I prefer to use  the version from the source code. I think that I have a problem with clang 4.2 + python. I'll try to find what is happen.
>>> 
>>> Thanks a lot.
>>> __________________________________
>>> | Ariel Hernán Curiale Ph.D Student
>>> | ETSI Telecomunicación
>>> | Universidad de Valladolid
>>> | Campus Miguel Delibes
>>> | 47011 Valladolid, Spain
>>> | Phone: 983-423000 ext. 5590
>>> | Web: www.curiale.com.ar
>>> |_________________________________
>>> 
>>> El 07/08/2013, a las 15:08, Bradley Lowekamp escribió:
>>> 
>>>> Hello,
>>>> 
>>>> If you try to download the build distribution for your system python, it the error there?
>>>> 
>>>> /usr/bin/easy_install SimpleITK
>>>> 
>>>> Also did you run the tests for you compilation of SimpleITK? any failures?
>>>> 
>>>> Brad
>>>> 
>>>> On Aug 7, 2013, at 6:43 AM, Ariel Hernán Curiale <curiale at gmail.com> wrote:
>>>> 
>>>>> Hi,
>>>>> 
>>>>> After rebuild the SimpleITK-0.6.1 the error is still there. The compilation of SimpleITK finish without any error.
>>>>> 
>>>>> I'm using:
>>>>> ITK-4.4.0
>>>>> Apple LLVM version 4.2 (clang-425.0.28) (based on LLVM 3.2svn)
>>>>> Python 2.7.5 from MacPort
>>>>> 
>>>>> 
>>>>> Cheers,
>>>>> __________________________________
>>>>> | Ariel Hernán Curiale Ph.D Student
>>>>> | ETSI Telecomunicación
>>>>> | Universidad de Valladolid
>>>>> | Campus Miguel Delibes
>>>>> | 47011 Valladolid, Spain
>>>>> | Phone: 983-423000 ext. 5590
>>>>> | Web: www.curiale.com.ar
>>>>> |_________________________________
>>>>> 
>>>>> El 06/08/2013, a las 23:14, Matt McCormick escribió:
>>>>> 
>>>>>> Hi Ariel,
>>>>>> 
>>>>>> Your code works when I run it  with SimpleITK 0.6.1:
>>>>>> 
>>>>>> In [4]: im2
>>>>>> Out[4]: <SimpleITK.Image; proxy of <Swig Object of type 'std::vector<
>>>>>> itk::simple::Image >::value_type *' at 0x4fdf300> >
>>>>>> 
>>>>>> In [5]: print(im2)
>>>>>> Image (0x44ea740)
>>>>>>  RTTI typeinfo:   itk::Image<double, 2u>
>>>>>>  Reference Count: 1
>>>>>>  Modified Time: 1413
>>>>>>  Debug: Off
>>>>>>  Observers:
>>>>>>    none
>>>>>>  Source: (none)
>>>>>>  Source output name: (none)
>>>>>>  Release Data: Off
>>>>>>  Data Released: False
>>>>>>  Global Release Data: Off
>>>>>>  PipelineMTime: 1250
>>>>>>  UpdateMTime: 1412
>>>>>>  RealTimeStamp: 0 seconds
>>>>>>  LargestPossibleRegion:
>>>>>>    Dimension: 2
>>>>>>    Index: [0, 0]
>>>>>>    Size: [100, 100]
>>>>>>  BufferedRegion:
>>>>>>    Dimension: 2
>>>>>>    Index: [0, 0]
>>>>>>    Size: [100, 100]
>>>>>>  RequestedRegion:
>>>>>>    Dimension: 2
>>>>>>    Index: [0, 0]
>>>>>>    Size: [100, 100]
>>>>>>  Spacing: [0.834496, 0.822352]
>>>>>>  Origin: [0, 0]
>>>>>>  Direction:
>>>>>> 1 0
>>>>>> 0 1
>>>>>> 
>>>>>>  IndexToPointMatrix:
>>>>>>  0.834496 0
>>>>>> 0 0.822352
>>>>>> 
>>>>>>  PointToIndexMatrix:
>>>>>>  1.19833 0
>>>>>> 0 1.21602
>>>>>> 
>>>>>>  Inverse Direction:
>>>>>>  1 0
>>>>>> 0 1
>>>>>> 
>>>>>>  PixelContainer:
>>>>>>    ImportImageContainer (0x44ea910)
>>>>>>      RTTI typeinfo:   itk::ImportImageContainer<unsigned long, double>
>>>>>>      Reference Count: 1
>>>>>>      Modified Time: 1409
>>>>>>      Debug: Off
>>>>>>      Observers:
>>>>>>        none
>>>>>>      Pointer: 0x506a530
>>>>>>      Container manages memory: true
>>>>>>      Size: 10000
>>>>>>      Capacity: 10000
>>>>>> 
>>>>>> HTH,
>>>>>> Matt
>>>>>> 
>>>>>> On Tue, Aug 6, 2013 at 8:26 PM, Ariel Hernán Curiale <curiale at gmail.com> wrote:
>>>>>>> Hi Matt,
>>>>>>> 
>>>>>>> You are right, the vtk format is always 3D. If you have a 2D image  and save
>>>>>>> it as vtk, then the writer automatically add the last dimension with a
>>>>>>> spacing 1.
>>>>>>> For example, this is the 2D image create with the python code:
>>>>>>> 
>>>>>>> ariel at Gohan:~/Uva/LPI/Proyectos/Python-ITK-VTK-QT/Ultrasonido/SpeckleTracking$
>>>>>>> head -10 img.vtk
>>>>>>> # vtk DataFile Version 3.0
>>>>>>> VTK File Generated by Insight Segmentation and Registration Toolkit (ITK)
>>>>>>> BINARY
>>>>>>> DATASET STRUCTURED_POINTS
>>>>>>> DIMENSIONS 100 100 1
>>>>>>> SPACING 1.0000000000000000e+00 1.0000000000000000e+00 1.0000000000000000e+00
>>>>>>> ORIGIN 0.0000000000000000e+00 0.0000000000000000e+00 0.0000000000000000e+00
>>>>>>> POINT_DATA 10000
>>>>>>> SCALARS scalars double 1
>>>>>>> LOOKUP_TABLE default
>>>>>>> .....
>>>>>>> 
>>>>>>> I don't know why the warning say that the spacing must be grater than 0
>>>>>>> 
>>>>>>> Ps: I can read this image using vtk.
>>>>>>> 
>>>>>>> Thanks for your quickly response.
>>>>>>> 
>>>>>>> Cheers,
>>>>>>> __________________________________
>>>>>>> | Ariel Hernán Curiale Ph.D Student
>>>>>>> | ETSI Telecomunicación
>>>>>>> | Universidad de Valladolid
>>>>>>> | Campus Miguel Delibes
>>>>>>> | 47011 Valladolid, Spain
>>>>>>> | Phone: 983-423000 ext. 5590
>>>>>>> | Web: www.curiale.com.ar
>>>>>>> |_________________________________
>>>>>>> 
>>>>>>> El 06/08/2013, a las 17:52, Matt McCormick escribió:
>>>>>>> 
>>>>>>> Hi Ariel,
>>>>>>> 
>>>>>>> The VTK file format [1] is always 3D, so a non-zero spacing will need
>>>>>>> to be specified if using this format.
>>>>>>> 
>>>>>>> HTH,
>>>>>>> Matt
>>>>>>> 
>>>>>>> [1] www.vtk.org/VTK/img/file-formats.pdf
>>>>>>> 
>>>>>>> 
>>>>>>> On Tue, Aug 6, 2013 at 3:00 PM, Ariel Hernán Curiale <curiale at gmail.com>
>>>>>>> wrote:
>>>>>>> 
>>>>>>> Hi,
>>>>>>> 
>>>>>>> I create a simple example to show you the problem that I'm getting when I'm
>>>>>>> 
>>>>>>> trying to read a vtk file. I'm using the last release of SimpleITK
>>>>>>> 
>>>>>>> (SimpleITK-0.6.1) and python.
>>>>>>> 
>>>>>>> In this example, I create, write and read a simple image.
>>>>>>> 
>>>>>>> 
>>>>>>> Here is the code:
>>>>>>> 
>>>>>>> -------------------------
>>>>>>> 
>>>>>>> import SimpleITK as sitk
>>>>>>> 
>>>>>>> import scipy as sc
>>>>>>> 
>>>>>>> 
>>>>>>> dim = (100, 100)
>>>>>>> 
>>>>>>> origin = (0, 0)
>>>>>>> 
>>>>>>> spacing = (0.834496, 0.8223519)
>>>>>>> 
>>>>>>> img = sc.zeros(dim)
>>>>>>> 
>>>>>>> 
>>>>>>> img[20:40, 20:40] = 1
>>>>>>> 
>>>>>>> 
>>>>>>> img_sitk = sitk.GetImageFromArray(img)
>>>>>>> 
>>>>>>> img_sitk.SetOrigin(origin)
>>>>>>> 
>>>>>>> img_sitk.SetSpacing(spacing)
>>>>>>> 
>>>>>>> 
>>>>>>> print img_sitk
>>>>>>> 
>>>>>>> sitk.Show(img_sitk)
>>>>>>> 
>>>>>>> sitk.WriteImage(img_sitk,"img.vtk")
>>>>>>> 
>>>>>>> 
>>>>>>> im = sitk.ReadImage("img.vtk")
>>>>>>> 
>>>>>>> 
>>>>>>> reader = sitk.ImageFileReader()
>>>>>>> 
>>>>>>> reader.SetFileName("img.vtk")
>>>>>>> 
>>>>>>> im2 = reader.Execute()
>>>>>>> 
>>>>>>> --------
>>>>>>> 
>>>>>>> 
>>>>>>> 
>>>>>>> The img_sitk seems to be created properly:
>>>>>>> 
>>>>>>> ----
>>>>>>> 
>>>>>>> Image (0x7f9a95ff8550)
>>>>>>> 
>>>>>>> RTTI typeinfo:   itk::Image<double, 2u>
>>>>>>> 
>>>>>>> Reference Count: 1
>>>>>>> 
>>>>>>> Modified Time: 3295
>>>>>>> 
>>>>>>> Debug: Off
>>>>>>> 
>>>>>>> Observers:
>>>>>>> 
>>>>>>>   none
>>>>>>> 
>>>>>>> Source: (none)
>>>>>>> 
>>>>>>> Source output name: (none)
>>>>>>> 
>>>>>>> Release Data: Off
>>>>>>> 
>>>>>>> Data Released: False
>>>>>>> 
>>>>>>> Global Release Data: Off
>>>>>>> 
>>>>>>> PipelineMTime: 0
>>>>>>> 
>>>>>>> UpdateMTime: 0
>>>>>>> 
>>>>>>> RealTimeStamp: 0 seconds
>>>>>>> 
>>>>>>> LargestPossibleRegion:
>>>>>>> 
>>>>>>>   Dimension: 2
>>>>>>> 
>>>>>>>   Index: [0, 0]
>>>>>>> 
>>>>>>>   Size: [100, 100]
>>>>>>> 
>>>>>>> BufferedRegion:
>>>>>>> 
>>>>>>>   Dimension: 2
>>>>>>> 
>>>>>>>   Index: [0, 0]
>>>>>>> 
>>>>>>>   Size: [100, 100]
>>>>>>> 
>>>>>>> RequestedRegion:
>>>>>>> 
>>>>>>>   Dimension: 2
>>>>>>> 
>>>>>>>   Index: [0, 0]
>>>>>>> 
>>>>>>>   Size: [100, 100]
>>>>>>> 
>>>>>>> Spacing: [0.834496, 0.822352]
>>>>>>> 
>>>>>>> Origin: [0, 0]
>>>>>>> 
>>>>>>> Direction:
>>>>>>> 
>>>>>>> 1 0
>>>>>>> 
>>>>>>> 0 1
>>>>>>> 
>>>>>>> 
>>>>>>> IndexToPointMatrix:
>>>>>>> 
>>>>>>> 0.834496 0
>>>>>>> 
>>>>>>> 0 0.822352
>>>>>>> 
>>>>>>> 
>>>>>>> PointToIndexMatrix:
>>>>>>> 
>>>>>>> 1.19833 0
>>>>>>> 
>>>>>>> 0 1.21602
>>>>>>> 
>>>>>>> 
>>>>>>> Inverse Direction:
>>>>>>> 
>>>>>>> 1 0
>>>>>>> 
>>>>>>> 0 1
>>>>>>> 
>>>>>>> 
>>>>>>> PixelContainer:
>>>>>>> 
>>>>>>>   ImportImageContainer (0x7f9a960309b0)
>>>>>>> 
>>>>>>>     RTTI typeinfo:   itk::ImportImageContainer<unsigned long, double>
>>>>>>> 
>>>>>>>     Reference Count: 1
>>>>>>> 
>>>>>>>     Modified Time: 2866
>>>>>>> 
>>>>>>>     Debug: Off
>>>>>>> 
>>>>>>>     Observers:
>>>>>>> 
>>>>>>>       none
>>>>>>> 
>>>>>>>     Pointer: 0x7f9a95352200
>>>>>>> 
>>>>>>>     Container manages memory: true
>>>>>>> 
>>>>>>>     Size: 10000
>>>>>>> 
>>>>>>>     Capacity: 10000
>>>>>>> 
>>>>>>> 
>>>>>>> 
>>>>>>> 
>>>>>>> But when I try to read the image using sitk.ReadImage or
>>>>>>> 
>>>>>>> sitk.ImageFileReader I'm getting this error:
>>>>>>> 
>>>>>>> ----
>>>>>>> 
>>>>>>> Traceback (most recent call last):
>>>>>>> 
>>>>>>> File "<stdin>", line 1, in <module>
>>>>>>> 
>>>>>>> File
>>>>>>> 
>>>>>>> "/opt/local/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/SimpleITK-0.6.1_g1387a-py2.7-macosx-10.7-x86_64.egg/SimpleITK.py",
>>>>>>> 
>>>>>>> line 4371, in Execute
>>>>>>> 
>>>>>>>   return _SimpleITK.ImageFileReader_Execute(self)
>>>>>>> 
>>>>>>> RuntimeError: Exception thrown in SimpleITK ImageFileReader_Execute:
>>>>>>> 
>>>>>>> /Users/ariel/Applications/InsightToolkit-4.4.0/Modules/Core/Common/include/itkImageBase.hxx:189:
>>>>>>> 
>>>>>>> itk::ERROR: Image(0x7f9a95d9d640): A spacing of 0 is not allowed: Spacing is
>>>>>>> 
>>>>>>> [1, 0]
>>>>>>> 
>>>>>>> ----
>>>>>>> 
>>>>>>> 
>>>>>>> 
>>>>>>> 
>>>>>>> It seems to be a bug but, I don't know if I'm doing something wrong.
>>>>>>> 
>>>>>>> 
>>>>>>> 
>>>>>>> Cheers,
>>>>>>> 
>>>>>>> __________________________________
>>>>>>> 
>>>>>>> | Ariel Hernán Curiale Ph.D Student
>>>>>>> 
>>>>>>> | ETSI Telecomunicación
>>>>>>> 
>>>>>>> | Universidad de Valladolid
>>>>>>> 
>>>>>>> | Campus Miguel Delibes
>>>>>>> 
>>>>>>> | 47011 Valladolid, Spain
>>>>>>> 
>>>>>>> | Phone: 983-423000 ext. 5590
>>>>>>> 
>>>>>>> | Web: www.curiale.com.ar
>>>>>>> 
>>>>>>> |_________________________________
>>>>>>> 
>>>>>>> 
>>>>>>> 
>>>>>>> _____________________________________
>>>>>>> 
>>>>>>> Powered by www.kitware.com
>>>>>>> 
>>>>>>> 
>>>>>>> Visit other Kitware open-source projects at
>>>>>>> 
>>>>>>> http://www.kitware.com/opensource/opensource.html
>>>>>>> 
>>>>>>> 
>>>>>>> Kitware offers ITK Training Courses, for more information visit:
>>>>>>> 
>>>>>>> http://www.kitware.com/products/protraining.php
>>>>>>> 
>>>>>>> 
>>>>>>> Please keep messages on-topic and check the ITK FAQ at:
>>>>>>> 
>>>>>>> http://www.itk.org/Wiki/ITK_FAQ
>>>>>>> 
>>>>>>> 
>>>>>>> Follow this link to subscribe/unsubscribe:
>>>>>>> 
>>>>>>> http://www.itk.org/mailman/listinfo/insight-users
>>>>>>> 
>>>>>>> 
>>>>>>> 
>>>>> 
>>>>> _____________________________________
>>>>> Powered by www.kitware.com
>>>>> 
>>>>> Visit other Kitware open-source projects at
>>>>> http://www.kitware.com/opensource/opensource.html
>>>>> 
>>>>> Kitware offers ITK Training Courses, for more information visit:
>>>>> http://www.kitware.com/products/protraining.php
>>>>> 
>>>>> Please keep messages on-topic and check the ITK FAQ at:
>>>>> http://www.itk.org/Wiki/ITK_FAQ
>>>>> 
>>>>> Follow this link to subscribe/unsubscribe:
>>>>> http://www.itk.org/mailman/listinfo/insight-users
>>>> 
>>> 
>> 
> 

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