Title :
A rule-based system for house reconstruction from aerial images
Author :
Willuhn, Wolfram ; Ade, Frank
Author_Institution :
Commun. Technol. Lab., Swiss Federal Inst. of Technol., Zurich, Switzerland
Abstract :
We present a system for the reconstruction of houses from aerial images. Most of the methods proposed so far use rather specific models. These models do not hold when dealing with Europeanised houses. Our system works with rules instead of models merely based on shape. This enables us to include additional domain specific knowledge, allowing a larger variability of the objects. However this also necessitates a more complex structure of the knowledge base and a more sophisticated reasoning control. We explain the practical application of such a system for the reconstruction of a house from an aerial image
Keywords :
blackboard architecture; building; computer vision; image reconstruction; knowledge based systems; knowledge representation; object recognition; remote sensing; spatial reasoning; aerial images; blackboard architecture; domain specific knowledge; house reconstruction; knowledge base; knowledge representation; rule-based system; spatial reasoning; Communications technology; Data mining; Humans; Image reconstruction; Knowledge based systems; Layout; Robustness; Shape; Solid modeling; Testing;
Conference_Titel :
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-8186-7282-X
DOI :
10.1109/ICPR.1996.547295