This paper designs a two-dimensional(2D) photonic crystal based Terahertz(THz) directional coupler. By introducing longitudinal line defect into two parallel transverse line defects in 2D photonic crystal, the ideal coupling configuration and good THz power coupling performance are realized. The proposed 2D photonic crystal directional coupler has compact structure and it can satisfy application requirements in signal detecting and monitoring in THz band.