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...
| Main Authors: | , |
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| Format: | Online |
| Language: | English |
| Published: |
Springer International Publishing
2016
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| Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4912527/ |