[Insight-users] logarithmic intensity transformation
Renaud Isabelle
renauisa at yahoo.fr
Wed Jun 29 08:58:09 EDT 2005
Hi,
I already knew about GetPixel() and SetPixel() methods as well as iterators to access the value of one pixel of my image.
But is there already a method which enables me to retrieve the pixel data of my image directly in one matrix, such as GetBuffer or something like that? Maybe this is not the ideal but I was more familiar with having data stocked in one matrix and accessing pixel data via for loop and so on....
Isabelle
Jakub Bican <jakub.bican at matfyz.cz> a écrit :
Hi Isabelle
How to access the pixel data is described in the ITK Software Guide
http://www.itk.org/ItkSoftwareGuide.pdf
Look for the chapter 4.1.3 "Accessing Pixel Data" (page 38).
You can also use more efficient way - iterators. See chapter 11
"Iterators" (page 687).
Regards,
Jakub.
Renaud Isabelle napsal(a):
> Hi Jakub,
>
> I took a look on your filter. However, I think there was a
> misunderstanding.
>
> I don't want to perform a pixel-wise log operation on my image.
>
> Actually, I want to perform a kind of histogram transform called
> *histogram logarithmic* to improve the contrast of my image.
>
> So far, I performed histogram usual rescaling to transform my
> intensities into the interval 0-255. Now, I would like my distribution
> of gray intensities would be adjusted to improve contrast like:
>
> f`'(x,y) = f min * (fmax / fmin) * P(f(x,y)) where P is the cumulated
> histogram.
>
> So adaptor will not help me, because this is an overall transform of the
> image. Maybe I have to create my own filter but how can I access the
> matrice of my pixel data form my image?
>
> thanks,
>
> Isabelle
>
>
> */Jakub Bican /* a écrit :
>
>
> Hi Isabelle,
>
> logarithmic scaling can be done by these filters:
>
> LogImageFilter (
> http://www.itk.org/Doxygen/html/classitk_1_1LogImageFilter.html )
> Log10ImageFilter (
> http://www.itk.org/Doxygen/html/classitk_1_1Log10ImageFilter.html )
>
> and/or adaptors:
>
> LogImageAdaptor (
> http://www.itk.org/Doxygen/html/classitk_1_1LogImageAdaptor.html )
> Log10ImageAdaptor (
> http://www.itk.org/Doxygen/html/classitk_1_1Log10ImageAdaptor.html )
>
> Hope this will help you.
>
> Regards,
> Jakub
>
>
> Renaud Isabelle napsal(a):
>
> > Hi Luis,
> >
> > In one of your numerous posted replies, you already mentioned the
> use
> > of *logarithmic scaling* to improve visualisation of images.
> >
> > "It is not rare to use a logarithmic intensity transformation in
> order
> > to display the FFT output and still be able to "see" something."
> >
> http://public.kitware.com/pipermail/insight-users/2004-November/011201.html
> >
> > This is actually what I need to do to improve the quality of my
> > ultrasonographic image.
> >
> > --> Could you tell me a way to perform this logarithmic scaling? Is
> > there already a function for that, or maybe could I compute my
> own one
> > if you tell me how to get access of the pixel data of my image
> > displayed with ITK and VTK.
> >
> > Thanks for answer,
> >
> > Isabelle
> >
> >
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