Integrated Computer Vision and Soft Computing System For Classifying The Pilling Resistance of Knitted Fabrics

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F46747885%3A24410%2F14%3A%230003699" target="_blank" >RIV/46747885:24410/14:#0003699 - isvavai.cz</a>

Result on the web

<a href="http://www.fibtex.lodz.pl/2014/6/106.pdf" target="_blank" >http://www.fibtex.lodz.pl/2014/6/106.pdf</a>

DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Integrated Computer Vision and Soft Computing System For Classifying The Pilling Resistance of Knitted Fabrics

Original language description

Fabric pilling is one of the important properties that affect fabric appearance. The testing of fabric pilling using the standard methods available, however, depends on subjective sample evaluation. Objective fabric pilling evaluation using image processing techniques comprises four main stages that include binarisation, segmentation, quantisation, and classification. Literature on the topic focuses only on one or more of these stages while there is a growing need for an integrated system that combinesthe most effective techniques of each stage and introduces them in a way that does not depend on the subjective evaluation of human operators. This work tries to tackle this problem and creates an integrated system for classifying the pilling resistanceof knitted fabrics. The system introduced a new method for generating an image library based on photographs of the EMPA Standards to allow the training and testing of a soft-computing classifier. The method suggested was tested using knit

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

JS - Reliability and quality management, industrial testing

OECD FORD branch

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Project

<a href="/en/project/EE2.3.30.0065" target="_blank" >EE2.3.30.0065: Support of the creation of excellent research and development teams at the Technical University of Liberec</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2014

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Fibres & Textiles in Eastern Europe

ISSN

1230-3666

e-ISSN

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Volume of the periodical

22

Issue of the periodical within the volume

6

Country of publishing house

PL - POLAND

Number of pages

7

Pages from-to

106-112

UT code for WoS article

000344433900016

EID of the result in the Scopus database

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