We show how to use the same simple shape indexed features
also for detection so both are efficient. This results in new training and testing
algorithms for joint cascade detection and alignment. In summary, we present
the first joint cascade face detection and alignment method. We firstly show
that simple shape indexed features are effective for detection as well. Extensive
experiment results in Section 5 verify the superior performance of our approach
in both accuracy and speed