A thermal-based defect classification method in textile fabrics with K-nearest neighbor algorithm

In this study, fabric defects have been detected and classified from a video recording captured during the quality control process. Fabric quality control system prototype has been manufactured and a thermal camera was located on the quality control machine. The defective areas on the fabric surface...

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Bibliographische Detailangaben

Veröffentlicht in:	Journal of industrial textiles 2016-03, Vol.45 (5), p.780-795
Hauptverfasser:	Yıldız, Kazım, Buldu, Ali, Demetgul, Mustafa
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Classification Defects Fabrics Image processing Quality control
Online-Zugang:	Volltext
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