A model-based method for building reconstruction

被引：38
|
作者：
Schindler, K [1 ]
Bauer, J [1 ]
机构：
[1] Graz Univ Technol, A-8010 Graz, Austria
来源：
FIRST IEEE INTERNATIONAL WORKSHOP ON HIGHER-LEVEL KNOWLEDGE IN 3D MODELING AND MOTION ANALYSIS, PROCEEDINGS | 2003年
关键词：
D O I：
10.1109/HLK.2003.1240861
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper model-based reconstruction methods are applied to the detailed reconstruction of buildings from close-range images. The 3D points obtained through image matching are segmented into a coarse polyhedral model with a robust regression algorithm, then the geometry of this model is refined with predefined shape templates in order to automatically recover a CAD-like model of the building surface. Reprojection of the 3D shape templates is used to optimally fit their parameters to the image information. Throughout the paper the investigated methods are demonstrated on real datasets.
引用
收藏
页码：74 / 82
页数：9
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