Title :
Automatic and interactive modeling of buildings in urban environments from aerial images
Author :
Nevatia, R. ; Price, K.
Author_Institution :
Inst. for Robotics & Intelligent Syst., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
Automatically extracting object models from images is a complex task. We describe research in extracting 3D models of buildings from aerial images. This work has resulted in several related systems including assisted extraction (minimal manual interaction to guide automatic processing), automatic extraction with limited imagery and limited building models, and automatic extraction with very good imagery and digital elevation models and more complex building models. Some results are provided for the assisted system and one of the automatic systems.
Keywords :
cartography; feature extraction; geophysical signal processing; image processing; image segmentation; object recognition; aerial images; assisted extraction; automatic extraction; automatic object extraction; building models; geospatial database; segmentation; urban buildings; Buildings; Colored noise; Digital elevation models; Image segmentation; Intelligent robots; Intelligent systems; Iris; Layout; Noise level; Robotics and automation;
Conference_Titel :
Image Processing. 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7622-6
DOI :
10.1109/ICIP.2002.1039023