Microstructural analysis of non-woven fabrics using scanning electron microscopy and image processing. Part 1: development and verification of the methods

被引:26
作者
Ghassemieh, E [1 ]
Acar, M [1 ]
Versteeg, H [1 ]
机构
[1] Loughborough Univ Technol, Wolfson Sch Mfg & Mech Engn, Loughborough LE11 3TU, Leics, England
关键词
non-woven; fast Fourier transform; Hough transform; microstructure; scanning electron microscope;
D O I
10.1243/146442002760186720
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper reports image analysis methods that have been developed to study the microstructural changes of non-wovens made by the hydroentanglement process. The validity of the image processing techniques has been ascertained by applying them to test images with known properties. The parameters in preprocessing of the scanning electron microscope (SEM) images used in image processing have been tested and optimized. The fibre orientation distribution is estimated using fast Fourier transform (FFT) and Hough transform (HT) methods. The results obtained using these two methods are in good agreement. The HT method is more demanding in computational time compared with the Fourier transform (FT) method. However, the advantage of the HT method is that the actual orientation of the lines can be concluded directly from the result of the transform without the need for any further computation. The distribution of the length of the straight fibre segments of the fabrics is evaluated by the HT method. The effect of curl of the fibres on the result of this evaluation is shown.
引用
收藏
页码:199 / 207
页数:9
相关论文
共 8 条
[1]  
[Anonymous], INTRO ELECT MICROSCO
[2]   Measuring fiber orientation in nonwovens Part V: Real webs [J].
Pourdehyhimi, B ;
Dent, R ;
Jerbi, A ;
Tanaka, S ;
Deshpande, A .
TEXTILE RESEARCH JOURNAL, 1999, 69 (03) :185-192
[3]   Measuring fiber orientation in nonwovens .2. Direct tracking [J].
Pourdeyhimi, B ;
Ramanathan, R ;
Dent, P .
TEXTILE RESEARCH JOURNAL, 1996, 66 (12) :747-753
[4]   Measuring fiber orientation in nonwovens .4. Flow field analysis [J].
Pourdeyhimi, B ;
Dent, R .
TEXTILE RESEARCH JOURNAL, 1997, 67 (03) :181-187
[5]   Measuring fiber orientation in nonwovens .3. Fourier transform [J].
Pourdeyhimi, B ;
Dent, R ;
Davis, H .
TEXTILE RESEARCH JOURNAL, 1997, 67 (02) :143-151
[6]  
Russ J.C., 2016, The image processing handbook, Vseventh
[7]  
Sonka M., 2014, IMAGE PROCESSING ANA
[8]   Determining fiber orientation distribution in nonwovens with dough transform techniques [J].
Xu, BG ;
Yu, L .
TEXTILE RESEARCH JOURNAL, 1997, 67 (08) :563-571