The study [22] showed that the results of statistical analysis,
recognition rate are not significantly changed if a subset of the
feature is used. So the remaining features are redundant. They
found that the upper body part contains the most important
information for recognition. In another analysis, they
suggested the lower body part (lower 30%) is significant for
recognition.