文章基本信息

标题：Improving Image Segmentation using Multiple View Analysis
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作者：M. Drauschke ; R. Roscher ; T. Läbe 等
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：2009
卷号：XXXVIII-3/W4
页码：211-216
出版社：Copernicus Publications
摘要：In our contribution, we improve image segmentation by integrating depth information from multi-view analysis. We assume the object surface in each region can be represented by a low order polynomial, and estimate the best fitting pa- rameters of a plane using those points of the point cloud, which are mapped to the specific region. We can merge adjacent image regions, which cannot be distinguished geometrically. We demonstrate the approach for finding spatially planar regions on aerial images. Furthermore, we discuss the possibilities of extending of our approach towards segmenting terrestrial facade images
关键词：Image Segmentation; Aerial Image; Urban Scene; Reconstruction; Building Detection