Title
A Model-Based Method For Building Reconstruction
Abstract
In this paper model-based reconstruction methods are applied to thedetailed reconstruction of buildings from close-range images. The3D points obtained through image matching are segmented into acoarse polyhedral model with a robust regression algorithm, thenthe geometry of this model is refined with predefined shapetemplates in order to automatically recover a CAD-like model of thebuilding surface. Reprojection of the 3D shape templates is used tooptimally fit their parameters to the image information.Throughoutthe paper the investigated methods are demonstrated on real datasets.
Year
DOI
Venue
2003
10.1109/HLK.2003.1240861
HLK
Keywords
Field
DocType
building reconstruction,predefined shapetemplates,acoarse polyhedral model,image matching,the3d point,thedetailed reconstruction,paper model-based reconstruction method,close-range image,image information,cad-like model,throughoutthe paper,model-based method,robust regression,polyhedral model,building,image segmentation,image reconstruction,feature extraction
Iterative reconstruction,Computer vision,Feature detection (computer vision),Pattern recognition,Image texture,Image segmentation,Robust regression,Feature extraction,Artificial intelligence,Template,Polytope model,Mathematics
Conference
ISBN
Citations 
PageRank 
0-7695-2049-9
24
1.58
References 
Authors
13
2
Name
Order
Citations
PageRank
Konrad Schindler12860133.41
Joachim Bauer2412.40