Paper a36e:
Extracting the Geometry of Buildings from Satellite Images using Fuzzy Multiple Layer Perceptrons

Cumulative Index of Computer Aided Architectural Design
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id a36e
authors Kobayashi, Yoshihiro and Terzidis, Kostas
year 2000
title Extracting the Geometry of Buildings from Satellite Images using Fuzzy Multiple Layer Perceptrons
source SIGraDií2000 - 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
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 systemís 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 systemís methodology.
series SIGRADI
email sunp@ucla.edu, kostas@ucla.edu
content file.pdf (256,628 bytes)
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last changed 2004/12/18 12:01
 
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