[Insight-users] Image Intensities Changed During DICOM Read-Write-Read in ITK 3.20 vs. ITK 4.4.1
Constantine Zakkaroff
mnkz at leeds.ac.uk
Mon Aug 12 09:33:14 EDT 2013
Hello ALL,
I'm wondering if anyone can explain what's going on with the changing
image intensities in a read-write-read round-trip. I think it's a bug,
but the issues.itk.org is unresponsive at the moment. Another bug? ;)
Anyhow, the strange thing is that the results for the round trip
read-write-read test are very different for ITK 3.20 and ITK 4.4.1.
I use to StatisticsImageFilter to examine the intensity values. Here's
what happens, when I simply read a DICOM image, print stats, save the
image and read it again, followed by printing the stats:
ITK Version: 3.20
Stats for original file:
Min: 0, Max: 2474, Mean: 169.236, Sigma: 256.719, Variance: 65904.7,
Sum: 1.40371e+007
Stats for saved file:
Min: 0, Max: 2471, Mean: 167.132, Sigma: 256.125, Variance: 65600.1,
Sum: 1.38626e+007
ITK Version: 4.4
Stats for original file:
Min: 0, Max: 2474, Mean: 169.236, Sigma: 256.719, Variance: 65904.7,
Sum: 1.40371e+007
Stats for saved file:
Min: 0, Max: 7446, Mean: 509.114, Sigma: 772.59, Variance: 596895, Sum:
4.22279e+007
In both cases the code is identical. Just compiled against different
versions of ITK. The images are read and written as itk::Image<unsigned
short, 3>, with no processing, no changes to any aspect of the images.
So, ITK 3.20 introduces a small change, which I'm pretty sure shouldn't
be there. But in ITK 4.4.1 the scale of intensities changes three-fold.
I'd not be surprised by a change of this magnitude if I was photocopying
those images, but not when using digital software and hardware. :^) Is
there something I'm not understanding here?
None of this happens with read(DICOM)-write(MHD)-read(MHD), where the
original and round-trip values are identical:
Stats for saved file: file0.mhd
Min: 0, Max: 2474, Mean: 169.236, Sigma: 256.719, Variance: 65904.7,
Sum: 1.40371e+007
Many thanks,
Constantine
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