  This note is a sequel to Shu-Xue-Yao's paper \cite{BYY} where the author
studied the so-called enhanced groups and related dualities for type $A$. In
this note, we continue to investigate the enhanced dualities for classical
groups of type $B$, $C$, and $D$. To show this, we first introduce an enhanced
Brauer algebra. Due to Proposition \ref{B dual}, we can easily obtain the
restricted and Levi dualities, hence the parabolic duality is naturally
described. Moreover, a special case is listed in \S\ref{3} by some explicit
calculations.
