Digital library of construction informatics and information technology in civil engineering and construction
Digital library
Paper: a36e
| Paper title: | Extracting the Geometry of Buildings from Satellite Images using Fuzzy Multiple Layer Perceptrons |
| Authors: | Kobayashi, Yoshihiro and Terzidis, Kostas |
| Summary: | This paper presents Computer Aided Architectural Design (CAAD) system utilizing the technologies of artificial intelligence (AI) and image processing. The goal is to create a CAAD system that detects buildings from satellite images and produces computer city models allowing the system’s users to manipulate the models utilizing machine learning technology. The flexibility and usability of the system was evaluated with case studies. Soft computing technologies including neural networks and fuzzy systems are mainly applied and tested as the system’s methodology. |
| Type: | |
| Year of publication: | 2000 |
| Series: | CUMINCADes:SIGRADI |
| Download paper: | /pdfs/a36e.content.pdf |
| Citation: | Kobayashi, Yoshihiro and Terzidis, Kostas (2000). Extracting the Geometry of Buildings from Satellite Images using Fuzzy Multiple Layer Perceptrons. SIGraDi’2000 - Construindo (n)o espacio digital (constructing the digital Space) [4th SIGRADI Conference Proceedings / ISBN 85-88027-02-X] Rio de Janeiro (Brazil) 25-28 september 2000, pp. 236-239, http://itc.scix.net/paper/a36e |
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