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``Lowpass'' - lowpass filter

VFX name:
iLowpass
IMPROMPTU Equivalent:
Lowpass
purpose:
Apply a lowpass filter to an input volume.
input:
An 8-bit volume.
output:
An 8-bit volume.
parameters:
Default parameters menu is
x_filter_dimension = 3
y_filter_dimension = 3
z_filter_dimension = 3
option = hamming
iterations = 1
Two options are possible: the Hamming window [22] and a simple window average.

comments:
1.
The Hamming window is a true lowpass filter. The simple window average, often touted as a lowpass filter, is not, since its frequency response goes as sin(x)/x (large sidelobes in the frequency domain!) [4]. Thus, I recommend using the Hamming window.
2.
For a well-defined Hamming-window operator, use at least a dimension=5 operator.
3.
Moderate computation time required.



MultiDimensional Image Processing Lab, Penn State University