Smooth image with a Gaussian
•
optimizes the trade-off between noise filtering
and edge localization
2) Compute the Gradient magnitude using
approximations of partial derivatives
•
2x2 filters
3) Thin edges by applying non-maxima
suppression to the gradient magnitude
4) Detect edges by double thresholding