The author has introduced a new efficient algorithm called “weighted mediated morphological filters” for signal/image denoising [1]. Adaptive version of such operators has been applied in 1-D for adaptive ECG processing [2]. The main objective of this paper is to extend the proposed method in 2-D for adaptive image processing and compare the efficiency of the adaptive filters with that of non-adaptive ones