Median filter is a kind of nonlinear filters, it has good abilities of keeping edge.

For nonlinear filters, noise suppressing and detail preserving is a pair of contradictions.

As a kind of nonlinear filters, stack filters can suppress impulse noise effectively, and keep edges and details at the same time.