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：2007
卷号：XXXVI-3/W49A
页码：173-178
出版社：Copernicus Publications
摘要：In this paper we address the automatic 3D interpretation of facades from terrestrial image sequences making two novel contributions: First, we employ Implicit Shape Models (Leibe and Schiele, 2004) coherently for the detection as well as for the delineation of windows, allowing to learn the appearance of windows and their outline from training data. Second, we use model selection to choose the most appropriate model for the configuration of windows in terms of rows or columns. These components are complemented by plane sweeping for the 3D determination of the windows or rows / columns made up from them. Results show the feasibility of the approach
关键词：Facade Interpretation; Implicit Shape Models; Model Selection; Plane Sweeping; Markov Chain Monte Carlo
