期刊名称：ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
印刷版ISSN：2194-9042
电子版ISSN：2194-9050
出版年度：2008
卷号：XXXVII Part B3b
页码：227-232
出版社：Copernicus Publications
摘要：The automatic reconstruction of roofs and buildings has been an important research topic during the last years. This paper elaborates on the automatic and semi-automatic reconstruction of roofs from aerial laser scan data. Two approaches are considered in detail. First, a program has been developed, which segments laser scan data into planar patches, labels them according to their adjacency, and sets up a region adjacency graph. Then, simple roof shapes are found as sub-parts of complex roofs by finding sub-graphs in this region adjacency graph. Second, we developed a formal grammar to describe complex roof face layouts. The goal is to identify complex roof structures as words derived using this formal grammar. This also has the potential to enforce acquisition generalisation, since structures which cannot be expressed using the grammar will be omitted. We describe our approach and present first results for two data sets of different point density
关键词：laser scanning (LIDAR); building reconstruction; image understanding; feature extraction; buildings
