Slightly misleading to say the summed colour value difference between the frames a distance that's analogous to a geometric distance, geometric distance measure

Slightly misleading to say the summed colour value difference between the frames a distance that's analogous to a geometric distance, geometric distance measures on data with high numbers of dimensions becomes useless, as the dimensionality increases the difference between 'near' and 'far' tends towards zero.