In the area of computer graphics, the Non-photorealistic Rendering (NPR) technique was used to create ink painting. However, it is very time-consuming and complicated for this algorithm. In this study, we propose a new method based on the techniques of “Fei Bai stroke” and “diffusion”. This new method can not only reduce the complexity, but also accelerate the processing speed. Moreover, it will not lose the characteristic and style of the ink painting. The users could also achieve the effects of ink diffusion they desired by adjusting the parameters in the proposed algorithm. Finally, the results are shown rapidly via GPU computation.