In this talk, we would like to talk about our recent works on the synchrotron radiation of charged particle in curved spacetime. In curved spacetime, charged particles in non-geodesic motions would produce leading synchrotron radiations with polarizations. Based on the work of DeWitt and Brehme, we find a compact covariant formula of the polarization vector of such synchrotron emissions which depends linearly on the 4-velocity and 4-acceleration of the charged sources. This formula could be useful in studying the spacetime geometry and magnetic configuration from the polarized structures in the EHT images.