Fabric Classification Based on Recognition Using a Neural Network and Dimensionality Reduction

Textile Research Journal

Volumn 68, Issue 3, 1998, Pages 179-185

  Fan, Kuo Chin ^a   Wang, Yuan Kai ^b   Chang, Bih Lan ^b   Wang, Tzu po ^b   Jou, Chi Hsiung ^b   Kao, i Feng ^b  

^a NATIONAL CENTRAL UNIVERSITY   (Taiwan)

^b China Textile Institute   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

FABRIC SPECIFICATION; FABRICS; HANDLE; NEURAL NETWORKS;

EID: 0031782095     PISSN: 00405175     EISSN: None     Source Type: Journal    
DOI: 10.1177/004051759806800305     Document Type: Article

References (7)

1. Defense Advanced Projects Agency, Neural Network Society, AFCEA International Press, Fairfax, VA, 1988.
2. Devijver, P.A., and Kittler. J. “Pattern Recognition: A Statistical Approach,” Prentice-Hall, NY, 1982.
3. Kawabata, S., The Development of the Objective Measurement of Fabric Handle, in “Objective Specification of Fabric Quality, Mechanical Properties and Performance,” The Textile Machinery Society of Japan, 1981. Osaka, pp. 9-12.
4. Kawabata, S., “The Standardization and Analysis of Hand Evaluation,” The Textile Machinery Society of Japan. Osaka. 1980. pp. 40-51.
5. Pao, Y.H., “Adaptive Pattern Recognition and Neural Network,” Addison-Wesley, Reading, MA. 1989.
6. Rumelhart, D.E., Hinton. G.E., and Williams. R.J., Learning International Representations by Error Propagation, in “Parallel Distributed Processing: Explorations in the Microstructures of Cognition,” vol. I. D. E. Rumelhart and J. L. McClelland, Eds. MIT Press. Cam-bridge, MA. 1986, pp. 318-362.
7. Tou, J.T., and Gonzalez. R.C., “Pattern Recognition Principles.” Addison-Wesley. Reading. MA, 1974.