We have applied the Maximum Entropy Method to a large data set which was constructed based on CGRO/OSSE, SMM, TGRS, GRIS, HEXAGONE and FIGARO observational results of the Galactic Center 511 keV annihilation radiation to produce a Maximum Entropy map of the 511 keV line emission distribution. This map suggests that the 511 keV emission from this region consists of at least two components: a central bulge with a flux of 5.7 +/- 0.29*10^-4 ph cm^-2 s^-1 and a Galactic Plane component with a flux of 2.2 +/- 0.4*10^-4 ph cm^-2 s^-1. The central bulge has a centroid of l=-0.47+/-0.24, b=0.1+/-0.18 and FWHM~ 5^o. We note that the Galactic Plane component agrees in position with a strong hot spot in the Comptel map of 1.8 MeV ^26Al line emission. The 511 keV line flux difference between CGRO/OSSE and other instruments with larger field-of-view suggests the existence of an extended diffuse 511 keV emission. An interesting hot spot at l=-4^o, b=7^o with a flux of ~2*10^-4 ph cm^-2s^-1 is shown on our map. A bootstrap test indicates that the significance level of this feature is 3.5 sigma .