Application of directional statistics to nonlinear vector field filtering and analysis
Vector fields play an important role in the area of color image processing and image sequence processing. Certain classes of vector fields can be handled more efficiently in a polar coordinate system. Optimal L-filters for filtering of vector magnitude are derived. The principles of directional data are presented and the notion of ordering is extended to angular data in order to filter and analyze the vector direction.