On-Loom Fabric Defect Inspection Using Contact Image Sensors and Activation Layer Embedded Convolutional Neural Network
Malfunctions on loom machines are the main causes of faulty fabric production. An on-loom fabric inspection system is a real-time monitoring device that enables immediate defect detection for human intervention. This dissertation presented a solution for the on-loom fabric defect inspection, includi...
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Format: | Others |
Language: | English |
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University of North Texas
2018
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Online Access: | https://digital.library.unt.edu/ark:/67531/metadc1404537/ |