Textile Science and Engineering (한국섬유공학회지)

The Korean Fiber Society (한국섬유공학회)
권호 표지

Evaluation of Fabric Wrinkle Using Artificial Neural Networks(I)-Measurement Using CCD Camera-

인공신경망을 이용한 직물구김의 평가(I) - CCD 카메라를 이용한 구김 측정 -

  • Published : 1998.04.01

⟨ Previous Next ⟩

Abstract

A measurement system using a CCD camera was developed for the objective evaluation of fabric wrinkle recovery. The shape of a fabric wrinkle was characterized by black and white color information or power spectra through the Fast Fourier Transformation. Artificial neural networks with the input patterns designed by two types were used to evaluate the fabric wrinkle objectively. These neural networks were constructed on the basis of Generalized Delta Rule. On the other hand, five human experts determined the subjective rank of fabric wrinkle recovery by AATCC TM/128. Wrinkle recovery rank evaluated by neural networks had a little relation to rank generated by human exports. The effects of fabric color on the rank were also investigated.

Keywords

References

  1. Textile Fibers, Yarns, and Fabrics -A Comparative Survey of Their Behavior with Special Reference to Wool- E. R. Kaswell
  2. CSIR Tex Report no.1 S. Smuts
  3. BTRA Colourage v.26 S. M. Doshi;D. Dixit
  4. SAWTRI Technical Report no.399 I. W. Kelly
  5. Applied Polymer Symposium No. 18 G. M. Abbott;J. Delmenco;J. D. Leeder;D. S. Taylor
  6. Indian J. Text. Res. v.8 S. Subramanian;G. R. Phalgumani;B. R. Manjunatha;M. S. Sitaram;A. W. Shringarpure;I. G. Bhatt
  7. Resume of Papers, 23rd Joint Technological Conference of ATIRA, BTRA, SITRA and NITRA S. Krishnamurthy;V. Suramanyam;S. Rajeshwari
  8. Text. Res. J. v.46 B. M. Chapman
  9. Text. Inst. and Indust. B. M. Chapman
  10. Text. Res. J. v.46 E. F. Denby
  11. Text. Res. J. v.44 B. M. Chapman
  12. American Dyestuff Reporter J. F. Krasny
  13. American Dyestuff Reporter C. O. Bostwick;E. M. Karrholm
  14. Text. Res. J. v.45 R. L. Hayes;J. D. Leeder;D. S. Taylor
  15. Neural Networks Algorithms, Applications, and Programming Techniques J. A. Freeman;D. M. Skapura
  16. Numarical Methods for Engineers(2nd ed.) S. C. Chapra;R. P. Canale
  17. J. Text. Inst. v.86 B. Xu;J. A. Reed