For geostationary meteorological satellite application, landmarks registration is the first and most important step. The landmark registration results in high resolution satellite image show as edges which are easy easily to influenced by clouds, noise and other edge interference,. In this paper we propose a method based on geometric information, using shoreline in high resolution satellite image and standard image of landmarks based on GSHHS to get accurate matching points through geometric similarity registration.