This paper addresses the problem of determining the location of a ground level image by using geo-referenced overhead imagery. The input query image is assumed to be given with no meta-data and the content of the image is to be matched to a priori constructed reference representations. The proposed 3D geo-localization framework performs better than the 2D approach for 75 % of the query images.