The Novel Three-Stage Outlier Disclosure Scheme For Fix Magnitude Impulsive Noise (FMIN)

For outlier eradication analysis society, in the outlier disclosure scheme, the disclosure depicted element (which is a midpoint) and its adjacency likeness (which are taken account of the disclosure depicted element and its adjacency depicted elements) are mathematically clarified as outlier likeness. This dissection paper proposes the novel outlier eradication scheme placed on a three-stage outlier disclosure scheme, which is derived from the two-stage scheme that is one of the leading-edge and most remarkable of outlier eradication scheme in order to deal with the drawback of the preceding outlier disclosure schemes for fix magnitude impulsive noise (FMIN) at pervasive diffusion of outlier repetition (5
^%
−90
^%
). The outlier pattern indication, which is taken account of each disclosure depicted element and its adjacency depicted elements, is compared to the flexible threshold for disclosing whether it is the original element or outlier element. In the analytical investigation, capacious impaired pictures, which are integrated of Baboon, F16, Girl, Lena and Pepper with pervasive diffusion of outlier repetition, are investigated for analyzing the three-stage outlier disclosure scheme. The first augmentation is the mathematical dispersion of outlier/non-outlier depicted elements of three-stage disclosure scheme (such as norm value and predictable error), which is contrasted with the original 2-stage outlier disclosure scheme. The second augmentation is the outlier disclosure truthfulness of three-stage discovery scheme, which is compared with the original 2-stage outlier disclosure scheme.