Thread: Sobel operator smoothing, why?

Why does the Sobel operator, as the Wikipedia article also concludes, smooth the image out (with a triangle filter) perpendicular to the derivative direction, before it applies the central difference operator? What is the purpose of that?

Originally Posted by TriKri

Why does the Sobel operator, as the Wikipedia article also concludes, smooth the image out (with a triangle filter) perpendicular to the derivative direction, before it applies the central difference operator? What is the purpose of that?

Presumably to reduce the effects of image noise on the numerical derivative, which is known to be a noise amplifying process.

CB

Yes, that might much likely be it. My thought was that it would have something to do with the rotational symmetry of the operator, which is mentioned very shortly in the Wikipedia article (but not explained). I have to figure out what that is though.