The detection of shot boundaries in video sequences is an important task fo
r generating indexed video databases. This paper provides a comprehensive q
uantitative comparison of the metrics that have been applied to shot bounda
ry detection. In addition, several standardized statistical tests that have
not been applied to this problem, as well as three new metrics, are consid
ered. A mathematical framework for quantitatively comparing metrics is supp
lied. Experimental results based on a video database containing 39,000 fram
es are included.