Defect detection in vehicle mirror nonplanar surfaces with multi-scale atrous single-shot detect mechanism

Surface quality inspection is important for vehicle rearview mirrors. Surface quality defects, such as bubbles, particles, cracks, and scratches, may appear during the production process. Traditionally, manual inspection is time-consuming, laborious, low in accuracy, and costly. In recent years, obj...

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Veröffentlicht in:	AIP advances 2021-07, Vol.11 (7), p.075202-075202-11
Hauptverfasser:	Li, Chuanchang, Cui, Guohua, Zhang, Weiwei, Chen, Saixuan, Yang, Yinyi
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Defects Detectors Flaw detection Frames per second Inspection Object recognition Semantics Sensors Surface properties
Online-Zugang:	Volltext
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