A new rotation invariant correlation filter with superior performance,
based on the circular harmonic expansion is introduced. The filter is
obtained from one circular harmonic component of the phase of the Fou
rier transform of the target. Among the properties of this filter are
full rotation invariance, good peak sharpness and discrimination abili
ty.