In this paper, we consider the control problem for multiplicative noise system with intermittent noise and input delay. For the finite-horizon case, in virtue of the dynamic programming approach, the optimal output feedback controller is proposed for the first time. For the infinite-horizon case, it is shown that the multiplicative noise system can be stabilized if and only if the given modified Riccati equation has the unique solution.