Pretty cool paper. I also wonder if outliers can be detected in another way or complementary to the concavity constraint for the quadratic approximation of the normalized correlation function.

Another question is about the computation time/space required for comparing the two sequences, in the case they want to use this for action/event recognition or any other of the applications that they mention.