An Efficient Tracking System by Orthogonalized Templates.

Sparse representation (SR)-based tracking systems have become popular in the past recent years for its effectiveness. However, the underlying assumption of these tracking systems is that the target appearance can be linearly represented by a sparse approximation over a set of templates and a residual term, which usually needs to solve ℓ1 norm minimization for many times and brings a heavy computat...