This paper proposes to use a fuzzy-neural network system to predict and display the drape image of garments made of different fabrics and styles. The new approach is used to develop a prototype drape prediction system to predict the drape of a lady's dress style made from different fabrics. The advantages and disadvantages of the new approach, compared with conventional ones, are discussed.
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References
1.
1. Amirbayat, J., and Hearle, J. W. S., The Complex Buckling of Flexible Sheet Materials, Part 1: Theoretical Approach, Int. J. Mechan. Sci. (1986).
2.
2. Aono, M., A Wrinkle Propagation Model for Cloth, in “Proc. Computer Graphics International '90,” Springer-Verlag, Tokyo, 1990, pp. 96–115.
3.
3. Berkan, R. C., and Trubatch, S. L., “Fuzzy Systems Design Principles: Building Fuzzy If-Then Rule Bases,” IEEE Press, NY, 1997.
4.
4. Boulic, R., Thalmann, N. M., and Thalmann, D., A Global Human Walking Model with Real-time Kinematic Personification, Vis. Computer6 (6), 344–58 (1990).
5.
5. Breen, D. E., House, D. H., and Wozny, M. J., A Particle-Based Model for Simulating the Draping Behavior of Woven Cloth, Textile Res. J.64 (11), 663–85 (1994).
6.
6. Carignan, M., Yang, Y., Magnenat-Thalmann, N., and Magnenat-Thalmann, D., Dressing Animated Synthetic Actors with Complex Deformable Clothes, Computer Graphics, in “Proc. SIGGRAPH,” vol. 26, no. 2, pp. 99–104 (1992).
7.
7. Eberhardt, B., Weber, A., and Strasser, W., A Fast, Flexible, Particle-System Model for Cloth Draping, Computer Graphics in Textiles and Apparel, IEEE Computer Graph. Applica., 52-9 (1996).
8.
8. Fausett, L., “Fundamentals of Neural Networks: Architectures, Algorithms, and Applications,” Prentice Hall International, Inc., NY, 1994.
9.
9. Hardaker, C. H. M., and Fozzard, G. J. W., Towards the Virtual Garment: Three-dimensional Computer Environments for Garment Design, Int. J. Cloth. Sci. Tech.10 (2), 114–127 (1998).
10.
10. Leung, K. Y. C., Taylor, G., Yuen, M. M. F., and Kung, A., Three-Dimensional Simulation and Presentation System for the Garment Industry, in “Proc. 5th Asian Textile Conference,” Japan, 1999, pp. 336-339.
11.
11. Lloyd, D. W., The Analysis of Complex Fabric Deformation, in “Mechanics of Flexible Fibre Assemblies,” J. W. S. Hearles, J. J. Thwaites, and J. Amirbayat, Eds., NATO ASI Series, 1980, pp. 311–342.
12.
12. Matsuura, S., Shape Visualisation Method and Apparatus, German patent no. 4301698, 1993.
13.
13. Stylios, G., Wan, T. R., and Powell, N. J., Modelling the Dynamic Drape of Garments on Synthetic Humans in a Virtual Fashion Show, Int. J. Cloth. Sci. Tech.8 (3), 95–112 (1996).
14.
14. Terzopoulos, D., Platt, J., Barr, A., and Fleischer, K., Elastically Deformable Models, Computer Graph.21 (7), 205–14 (1987).
15.
15. Weil, J., The Synthesis of Cloth Objects, in “Proc. SIGGRAPH'86, Computer Graphics,” vol. 20, no. 4, 1986, pp. 44–54.
16.
16. Werner, S., “Vibrations of Shells and Plates,” 2nd ed.Marcel Dekker, Inc.NY, 1993.