Although certain literature has considered the detection of ideal step edges, the edges obtained from natural images are usually not at all ideal step edges.
shading at a smooth object A number of researchers have used a Gaussian smoothed step edge (an error function) as the simplest extension of the ideal step edge model for modeling the effects of edge blur in practical applications [REF].