Automated Extraction of Orthorectified Building Layer from High-Resolution Satellite Images

초록

As the availability of high-resolution satellite imagery increases, improvement of positioning accuracy of satellite images is required. The importance of orthorectified images is also increasing, which removes relief displacement and establishes true localization of man-made structures. In this paper, we performed automated extraction of building rooftops and total building areas within original satellite images using the existing building height database. We relocated the rooftops in their true position and generated an orthorectified building layer. The extracted total building areas were used to blank out building areas and generate true orthographic non-building layer. A final orthorectified image was provided by overlapping the building layer and non-building layer. We tested the proposed method with KOMPSAT-3 and KOMPSAT3A satellite images and verified the results by overlapping with a digital topographical map. Test results showed that orthorectified building layers were generated with a position error of 0.4 m. Through the proposed method, the feasibility of automated true orthoimage generation within dense urban areas was confirmed.

키워드