image processing - How to find width of (1D discrete) Gaussian Kernel for a certain sigma? -
is there rule of thumb or mathematical equation tells me how wide (1d discrete) gaussian kernel should sigma?
lets say, choose sigma of 1.87, should kernel 5 values/steps/pixels wide, 7 oder rather 25 in order perform standardized image smoothing? thank you.
pick threshold consider ignorable, t = 0.01
. solve exp(-x^2/(2s^2)) / sqrt(2pi s^2) < t
:
|x| < s sqrt(-2 ln(sqrt(2pi s^2) t))
the right hand side gives width. s = 1.87
, t = 0.01
, gives width of 4 pixels.
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