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Tie-dye technique and pattern features

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Title Statement Tie-dye technique and pattern features
 
Added Entry - Uncontrolled Name Su-qiong, Liu ; Jiangnan University
Wei-dong, Gao
Wei, Xue
Ming, Gu
Hui-e, Liang
National-sponsored Social Sciences Funding Program of China, the Ministry of education for New Century Excellent Talents Project of China, and Jiangsu Natural Science Foundation of China
 
Uncontrolled Index Term Digital image processing; Neutral network; Tie-dye technique
 
Summary, etc. <p class="Abstract" style="text-align: justify;">Relationship between tie-dye technique and image pattern has been studied. Based on digital image processing, average value of HSV (hue, saturation, value) tri-component of valid tie-dye area, proportion of incompletely dyed area in HSV color space and the Tamura first three texture features of digital tie-dye image have been extracted. Then, the repeated tests and analysis of variance (ANOVA) of rotation speed and concentration have been done. The results show the obvious impact of concentration and rotation speed on the color and texture feature of tie-dye pattern. Furthermore, back propagation neutral network is developed and partial pattern features with low correlation is used to forecast the tie-dye concentration and rotation speed. The experiment results show the 100% rate of forecast, which proves that pattern features can effectively achieve the technique forecast.</p>
 
Publication, Distribution, Etc. Indian Journal of Fibre & Textile Research (IJFTR)
2016-07-05 10:35:03
 
Electronic Location and Access application/pdf
http://op.niscair.res.in/index.php/IJFTR/article/view/5927
 
Data Source Entry Indian Journal of Fibre & Textile Research (IJFTR); ##issue.vol## 41, ##issue.no## 2 (2016): Indian Journal of Fibre & Textile Research
 
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Nonspecific Relationship Entry http://op.niscair.res.in/index.php/IJFTR/article/download/5927/14621
http://op.niscair.res.in/index.php/IJFTR/article/download/5927/14624