UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 7 Issue 3
March-2020
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2003362


Registration ID:
230267

Page Number

392-397

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Title

Fabric Texture Analysis Using Image Processing Techniques

Abstract

Textile fabric automation and manufacturing has been of great concern over the past decade. This is an interesting task due to the accidental changes of cloth material properties. Due to the increasing demand of consumers for high-quality textile products, an automatic and objective evaluation of the material texture appearance is important with reference to geometric structure characteristics, surface, and mechanical properties. The precise measurement of the material texture parameters, like weave structure and yarn counts find wide applications within the textile industry. The weave pattern and therefore the yarn count are analysed and determined for computer simulated sample images and also for the scanned real fabric images. Image Processing algorithms are used to identify the accurate structure of the woven fabric and to determine the yarn count. They are used for segmenting the crossed areas of yarns and also to detect the defects like crossed area thanks to the random distribution of yarns. Grey Scale Algorithm is applied to convert the fabric image into a grey level image. Histogram Equalization is used to enhance the contrast. Spatial Domain Projection to individually recognize the each pixels in a fabric.

Key Words

Image Processing, Grey Scale Algorithm, Histogram Equalization, Spatial Domain Projection.

Cite This Article

"Fabric Texture Analysis Using Image Processing Techniques", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 3, page no.392-397, March-2020, Available :http://www.jetir.org/papers/JETIR2003362.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Fabric Texture Analysis Using Image Processing Techniques", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 3, page no. pp392-397, March-2020, Available at : http://www.jetir.org/papers/JETIR2003362.pdf

Publication Details

Published Paper ID: JETIR2003362
Registration ID: 230267
Published In: Volume 7 | Issue 3 | Year March-2020
DOI (Digital Object Identifier):
Page No: 392-397
Country: Bhiwandi, Maharashtra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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