Adaptive filtering using gradient morphology
R.P.H.M. Schoenmakers, J. Stakenborg · 2003
A method is presented to remove noise from images as a preprocessing step for segmentation. It is based on the analysis of the slope of the gradient profile in a moving window after sorting its elements. By classifying the slope segments, rules can be applied for smoothing. These rules can be adapted for edge preservation.>