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Automated vision system for fabric defect inspection using Gabor filters and PCNN
In this study, an embedded machine vision system using Gabor filters and Pulse Coupled Neural Network (PCNN) is developed to identify defects of warp-knitted fabrics automatically. The system consists of smart cameras and a Human Machine Interface (HMI) controller. A hybrid detection algorithm combi...
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| Publicado no: | Springerplus |
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| Main Authors: | , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Springer International Publishing
2016
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4912527/ https://ncbi.nlm.nih.gov/pubmed/27386251 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s40064-016-2452-6 |
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