In this paper, the feasibility to measure PM2.5 by using in-line digital holography is discussed and a corresponding experimental setup is designed. The setup is used in the measurement of standard particles which have approximate diameters with PM2.5. The experimental results are discussed and analyzed too. The results show that in-line digital holography can be effectively applied to the measurement of PM2.5.