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supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

authors Kobayashi, Yoshihiro
year 2002
title 3D City Model Generator: The Application of Neuro-Fuzzy Systems in CAD
source Thresholds - Design, Research, Education and Practice, in the Space Between the Physical and the Virtual [Proceedings of the 2002 Annual Conference of the Association for Computer Aided Design In Architecture / ISBN 1-880250-11-X] Pomona (California) 24-27 October 2002, pp. 163-174
summary This paper introduces a computer-aided design (CAD) system in which a neuro-fuzzy system isintegrated as a main engine for learning. Specifically, a computer system that generates 3D city modelsfrom satellite images is formulated, implemented, and tested. Techniques from neural networks, fuzzysystems, image processing, pattern recognition, and machine learning constitute the methodologicalfoundation of the system. The usability and flexibility of the system are evaluated in case studies.
series ACADIA
email ykobaya@asu.edu
full text file.pdf (1,891,110 bytes)
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100%; open Bezdek, J.C., Tsao, E.C. and Pal, N.R. (1992) Find in CUMINCAD Fuzzy Kohonen clustering networks , IEEE International Conf. on Fuzzy Systems: 1035-1043. San Diego
100%; open Carpenter, G.A., Grossberg, S. and Rosen, D.B. (1991) Find in CUMINCAD Fuzzy ART-Fast stable learning and categorization of analog patterns by an adaptive resonance system , Neural Networks 4:759-771
100%; open Conners, R.W., Trivedi, M.M. and Harlow, C.A. (1984) Find in CUMINCAD Segmentation of a High-Resolution Urban Scene Using Texture Operators , Computer Vision, Graphics, and Image Processing 25: 273-310
100%; open Ghosh, A., Pal, N.R. and Pal, S.K. (1993) Find in CUMINCAD Self-organization for object extraction using multiplayer neural network and fuzziness measure , IEEE Trans. of on Fuzzy System 1:54-68
100%; open Harwood, D., Chang, S. and Davis, L. (1987) Find in CUMINCAD Interpreting Aerial Photographs by Segmentation and Search , Proceedings of the DARPA Image Understanding Workshop 1987-2: 475-482
100%; open Herman, M. and Kanade, T. (1986) Find in CUMINCAD Incremental Reconstruction of 3D scenes from Multiple, ComplexImages , Artificial Intelligence 30: 289-341
100%; open Huertas, A. and Nevatia, R. (1988) Find in CUMINCAD Detecting Buildings in Aerial Images , Computer Vision, Graphics, and Image Processing 41, 131-152
100%; open Jaynes, C., Stolle, R. and Collins, R. (1994) Find in CUMINCAD Task Driven Perceptual Organization for Extraction of Rooftop Polygons , ARPA Image Understanding Workshop 1994:359-365
100%; open Kobayashi, Y. (2001) Find in CUMINCAD 3D City Modeler with Fuzzy Multiple Layer Perceptron , Dissertation: University of California, Los Angeles
100%; open Lee, S.C. and Lee, E.T. (1975) Find in CUMINCAD Fuzzy neural networks , Mathematical Bioscience 23: 151-177
100%; open Liow, Y.T. and Pavlidis, T. (1990) Find in CUMINCAD Use of Shadow for Extracting Buildings in Aerial Images , Computer Vision, Graphics, and Image Processing 49: 242-277
100%; open McKeown, D.M. (1990) Find in CUMINCAD Toward Automatic Cartographic Feature Extraction from Aerial Imagery , Mapping and Spatial Modeling for Navigation F65: 149-180
100%; open McKeown, D.M., and Denlinger, J.L. (1984) Find in CUMINCAD Map-guided feature extraction from aerial imagery , Proceeding of Workshop on Computer Vision-Representation and Control. 205-213, Annapolis, MD
100%; open Pal, S.K. and Mitra, S. (1999) Find in CUMINCAD Neuro-Fuzzy Pattern Recognition , John Wiley & Sons, New York
100%; open Pal, S.K. and Mitra. S. (1992) Find in CUMINCAD Fuzzy Multi-layer perceptron , IEEE Trans. of Neural Networks 3: 683-697
100%; open Shufelt, J.A. (1996) Find in CUMINCAD Projective Geometry and Photometry for Object Detection and Delineation Techniques , APRA Image Understanding Workshop 1996.2:1113-1132
100%; open Yager, R.R. and Zadeh, L.A. (1994) Find in CUMINCAD Fuzzy Sets, Neural Networks, and Soft Computing , Van Nostrand Reinhold, New York

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