Two-Scale Image Analysis in the Image Smoothing Problem

The comparison of image smoothing algorithms based on Parzen window estimation is investigated. The closeness of sigma filter and bilateral filter is displayed. It is demonstrated that decomposition algorithm, based on two-scale analysis procedure, allows obtaining more precise image smoothing results.