[Insight-users] Base question on derivative filters
Oleksandr Dzyubak
adzyubak at gmail.com
Wed Sep 9 09:51:09 EDT 2009
Don't you change the units while convolving with the Gaussian?
Alex
Kishore Mosaliganti wrote:
> The resulting units are in world coordinates. You will not need to
> divide by spacing. The sigma is also in world coordinates.
>
> Kishore
>
> On Tue, Sep 8, 2009 at 11:49 AM, Gomez Herrero, Alberto
> <alberto.gomez-herrero at philips.com
> <mailto:alberto.gomez-herrero at philips.com>> wrote:
>
> Hello all,
>
>
>
> this is a question regarding derivative filters in general and the
> RecursiveGaussianImageFilter in particular.
>
>
>
> When we compute, say, the first order derivative of, say, a 2D
> image “ I“ we get two images of the same size, “Ix”, and “Iy”. My
> question is, the resulting value (i.e. the Ix and Iy gray levels)
> is expressed in what units?, I mean, if the gradient is defined as
> increment_of_gray_level /
> increment_of_distance_in_world_coordinates, everything is ok; but
> if this filter works as a simple pixelwise convolution mask, then
> the gradient is in increment_of_gray_level / increment_of_pixels.
> In that case, I need to divide by the spacing to get the right units.
>
>
>
> I guess this is a very basic question, but I really need to make
> sure that this filters work as the first definition. I can’t find
> it in the code, I only know that the sigma for the smoothing is in
> world coordinates though…
>
>
>
> Anyone can clarify this please?
>
>
>
> Thanks,
>
>
>
> Alberto
>
>
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