The Weighted Order Statistic Filters (WOSF) are useful tools in digita
l signal processing. Their standard representation is not canonical, w
hich is a major drawback in comparison or design issues. A new represe
ntation is proposed, which is based on the statistical study of the WO
SF. Efficient conversion algorithms are presented. This representation
is of interest for analyzing, comparing and designing WOSF.