Measuring Reflectance Spectra of Textile Fabrics by Scanner
Textile Engineering Department, University of Guilan, Rasht, Iran
- *Corresponding Author:
- A. Shams-Nateri
Textile Engineering Department
University of Guilan, Rasht, Iran
E-mail: [email protected]
Received Date: October 24, 2011; Accepted Date: November 19, 2011; Published Date: November 21, 2011
Citation: Shams-Nateri A (2011) Measuring Reflectance Spectra of Textile Fabrics by Scanner. J Textile Sci Engg 1:102. doi: 10.4172/2165-8064.1000102
Copyright: © 2011 Shams-Nateri A, et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
This study presents a practical approach for estimation reflectance spectra by means of scanner. New methods were based on polynomial regression, neural network, neuro-fuzzy and principal component analysis techniques. Obtained results indicate that the recovery error decreases with increase number of principal component and number of terms in a polynomial. Also, application of principal component increase accuracy of reflectance measurement. The best estimation is obtained by principal component analysis and artificial neural network (PCA- ANNET) with 0.0297 RMS and 6.14 ?E*ab error.