A Computer Vision With Soft-Computing Classifier As Integrated System For Fabric Pilling Quantitative Analysis
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F46747885%3A24410%2F14%3A%230003704" target="_blank" >RIV/46747885:24410/14:#0003704 - 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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Alternative languages
Result language
angličtina
Original language name
A Computer Vision With Soft-Computing Classifier As Integrated System For Fabric Pilling Quantitative Analysis
Original language description
Fabric pilling is a critical property that affects the fabric appearance, however, the available standard methods for pilling testing depend on the subjective evaluation of fabric samples. Objective fabric pilling evaluation using image processing techniques is a process that mainly consists of four basic stages that include surface binarization, pills segmentation, pills quantization, and pills classification. The published work about this topic focuses only on one or more of these stages. On the otherhand, there is a growing need for an integrated system that combines the most effective techniques of each stage and introduces them in a user friendly manner that does not depend on the human factors and their subjective evaluation. This work tries toaddress this problem by creating an integrated system for classifying the fabric?s pilling resistance. The suggested system introduces a new method for generating image library based on the photographs of the EMPA Standards to allow the t
Czech name
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Czech description
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Classification
Type
O - Miscellaneous
CEP classification
JS - Reliability and quality management, industrial testing
OECD FORD branch
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Result continuities
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)
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů