Resistance Spot Welding Defect Detection Based on Visual Inspection: Improved Faster R-CNN Model

This paper presents an enhanced Faster R-CNN model for detecting surface defects in resistance welding spots, improving both efficiency and accuracy for body-in-white quality monitoring. Key innovations include using high-confidence anchor boxes from the RPN network to locate welding spots, using th...

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Detalhes bibliográficos

Principais autores:	Weijie Liu, Jie Hu, Jin Qi
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2025-01-01
coleção:	Machines
Assuntos:	resistance spot welding surface defect detection deep learning model faster R-CNN small object detection
Acesso em linha:	https://www.mdpi.com/2075-1702/13/1/33
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