Euclidean distance measure3.5 Median filter In image processing, it is often desirable to be able to ||xi-ci ||=min || xi -ci||perform some kind of noise reduction on an image or signal.The median filter is a nonlinear digital filtering technique, Step 4:often used to remove noise.