A class of optimal 2 D stack filters based on omnidirectional structural elements constraints are proposed by defining omnidirectional structural elements in optimal stack filter design. Theory analyses and simulation experiments have shown that the class of filters are not only effective on preservation of image detail as soon as filtering noise

but also optimal under MAE and MSE criteria without prior statistical knowledge about noise and input signal.