Face detection is a mature problem in computer
diverse high performing face detectors have been
proposed in the
past, we present two surprising new top performance
First, we show that a properly trained
DPM reaches top
improving over commercial and research systems.
Second, we show that a detector based on
similar in structure to the Viola&Jones detector -
reach similar top performance
on this task.
Importantly, we discuss
issues with existing evaluation benchmark
and propose an improved