This paper presents a new asymptotic expansion method for pricing continuously
monitoring barrier options. In particular, we develops a semi-group expansion scheme for
the Cauchy-Dirichlet problem in the second-order parabolic partial differential equations
(PDEs) arising in barrier option pricing. As an application, we propose a concrete
approximation formula under a stochastic volatility model and demonstrate its validity
by some numerical experiments.