This paper introduces three criteria, namely, Uniqueness, Boundedness,
and Uniformness, to evaluate the performance of different line parame
terizations. We find that for the Hough transform, any good line param
eterization must satisfy all the above three conditions, and that some
frequently used line parameterizations violate one or more such condi
tions, especially the uniformness condition.