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<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif">Hello,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif">Yes, in SimpleITK you can very easily split an image and run an operation on it per silice, then join the slices back together. Most of the array like types passed to SimpleITK
can be Python lists or tuples and don’t have to be the wrapped type.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif">You code is verbose and clear, however if you are looking for a more compact and pythonic way, you may consider using a list comprehension.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif"> sitk.JoinSeries([sitk.BinaryContour(img[:,:,z], fullyConnected=True)
<b>for</b> z <b>in</b> range(img.GetSize()[2])])<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif">Brad<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif"><o:p> </o:p></span></p>
<div style="border:none;border-top:solid #B5C4DF 1.0pt;padding:3.0pt 0in 0in 0in">
<p class="MsoNormal" style="margin-left:.5in"><b><span style="color:black">From: </span>
</b><span style="color:black">"E.J. Postema" <e.postema@erasmusmc.nl><br>
<b>Date: </b>Thursday, August 3, 2017 at 4:24 AM<br>
<b>To: </b>"E.J. Postema" <e.postema@erasmusmc.nl>, 'Dženan Zukic' <dzenanz@gmail.com><br>
<b>Cc: </b>"community@itk.org" <community@itk.org><br>
<b>Subject: </b>Re: [ITK] SimpleITK BinaryContour<o:p></o:p></span></p>
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<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:11.0pt"><o:p> </o:p></span></p>
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<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D">Hi all,</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D">I have found a solution to my problem. It is pretty easy and straightforward, but I might as well share it anyway.</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D">I split the image across the z-axis and calculate the binary contour of each separate image. So basically run the function per slice instead
of the whole volume. Afterwards I join the images again.</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D">Code (Python):</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> image = sitk.ReadImage(imageFn)</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> depth = image.GetDepth()</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> contours = []</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> for i in range(depth):</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> im = image[:,:,i]</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> contour = sitk.BinaryContour(im, fullyConnected=True )</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> contours.append(contour)</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> vectorOfImages = sitk.VectorOfImage()</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> for contour in contours:</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> vectorOfImages.push_back(contour)</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> img = sitk.JoinSeries(vectorOfImages)</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D">Regards,</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D">Erik</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
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<p class="MsoNormal" style="margin-left:.5in"><b><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">From:</span></b><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif"> Community [mailto:community-bounces@itk.org]
<b>On Behalf Of </b>E.J. Postema<br>
<b>Sent:</b> donderdag 3 augustus 2017 09:56<br>
<b>To:</b> 'Dženan Zukic'<br>
<b>Cc:</b> community@itk.org<br>
<b>Subject:</b> Re: [ITK] SimpleITK BinaryContour</span><o:p></o:p></p>
</div>
</div>
<p class="MsoNormal" style="margin-left:.5in"> <o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D">Hi Dženan,</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D">Ah Sorry. I get it now. Thanks for the explanation. I will see if I can find another way</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D">Regards,</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"><br>
Erik</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"><b><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">From:</span></b><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif"> Dženan Zukić [<a href="mailto:dzenanz@gmail.com">mailto:dzenanz@gmail.com</a>]
<br>
<b>Sent:</b> woensdag 2 augustus 2017 17:04<br>
<b>To:</b> E.J. Postema<br>
<b>Cc:</b> Lambert Zijp; <a href="mailto:community@itk.org">community@itk.org</a><br>
<b>Subject:</b> Re: [ITK] SimpleITK BinaryContour</span><o:p></o:p></p>
<p class="MsoNormal" style="margin-left:.5in"> <o:p></o:p></p>
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<div>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-family:"Verdana",sans-serif">Hi Erik,</span><o:p></o:p></p>
</div>
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<p class="MsoNormal" style="margin-left:.5in"><span style="font-family:"Verdana",sans-serif"> </span><o:p></o:p></p>
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<div>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-family:"Verdana",sans-serif">Lambert's explanation still holds. When a slice you are viewing cuts the surface at an angle close to 90°, you will see a thin line (left and right edges on your contour
image). But when it cuts at an angle closer to 0°, you will see some thicker lines (top and bottom). When the slice cuts the surface at exactly 0°, you will see the whole surface.</span><o:p></o:p></p>
</div>
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<p class="MsoNormal" style="margin-left:.5in"><span style="font-family:"Verdana",sans-serif"> </span><o:p></o:p></p>
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<div>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-family:"Verdana",sans-serif">Example: imaging viewing a slice of a surface representing a cube. If you look at some of the middle slices, you will see a thin empty square. But the first and last
slice will be a filled square.</span><o:p></o:p></p>
</div>
<div>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-family:"Verdana",sans-serif"> </span><o:p></o:p></p>
</div>
<div>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-family:"Verdana",sans-serif">Another example, instead of a cube imagine surface of a staircase, and how slicing it along 2 of the 3 axes will produce "thick" edges.</span><o:p></o:p></p>
</div>
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<p class="MsoNormal" style="margin-left:.5in"><span style="font-family:"Verdana",sans-serif"> </span><o:p></o:p></p>
</div>
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<p class="MsoNormal" style="margin-left:.5in"><span style="font-family:"Verdana",sans-serif">Regards,</span><o:p></o:p></p>
</div>
<div>
<p class="MsoNormal" style="margin-left:.5in"><span style="font-family:"Verdana",sans-serif">Dženan Zukić, PhD, Senior R&D Engineer, Kitware (Carrboro, N.C.)</span><o:p></o:p></p>
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</div>
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</div>
<div>
<p class="MsoNormal" style="margin-left:.5in"> <o:p></o:p></p>
<div>
<p class="MsoNormal" style="margin-left:.5in">On Wed, Aug 2, 2017 at 7:53 AM, E.J. Postema <<a href="mailto:e.postema@erasmusmc.nl" target="_blank">e.postema@erasmusmc.nl</a>> wrote:<o:p></o:p></p>
<div>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D">Hi Lambert,</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D">Sorry, I forgot to mention that the binary image is the original image and the contour is the result of the BinaryContourImageFilter on that image. So it is a single slice from the
stack.</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D">Regards,</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D">Erik</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<b><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">From:</span></b><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif"> Lambert Zijp [mailto:<a href="mailto:ljzijp@gmail.com" target="_blank">ljzijp@gmail.com</a>]
<br>
<b>Sent:</b> woensdag 2 augustus 2017 13:44<br>
<b>To:</b> E.J. Postema<br>
<b>Cc:</b> <a href="mailto:community@itk.org" target="_blank">community@itk.org</a><br>
<b>Subject:</b> Re: [ITK] SimpleITK BinaryContour</span><o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
Hi Erik,<o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
It might well be that nothing is going wrong; especially <b>binary</b> objects could show such behaviour when creating contours.<o:p></o:p></p>
</div>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
The right image could be an end slice of your binary object. The left image can be explained by assuming that the object in the previous or the next slice is larger towards the bottom and much larger towards the top.<o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
Greetings, Lambert<o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
On Wed, Aug 2, 2017 at 11:41 AM, E.J. Postema <<a href="mailto:e.postema@erasmusmc.nl" target="_blank">e.postema@erasmusmc.nl</a>> wrote:<o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Hi everyone,</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif"> </span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">So I am trying to create a contour from a binary 3d image. But the results seem a bit weird to me (see the images).</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.5in">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">I am expecting a line of 1 (or maybe a few) pixels thick.</span><o:p></o:p></p>
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<span style="font-size:10.0pt;font-family:"Arial",sans-serif"> </span><o:p></o:p></p>
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<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Anyone who knows what is going wrong?<br>
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Regards,</span><o:p></o:p></p>
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<span style="font-size:10.0pt;font-family:"Arial",sans-serif"> </span><o:p></o:p></p>
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<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Erik </span><o:p></o:p></p>
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<p class="MsoNormal" style="margin-left:.5in"> <o:p></o:p></p>
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