WeldLight: A Lightweight Weld Classification and Feature Point Extraction Model for Weld Seam Tracking

To address the issues of intense image noise interference and computational intensity faced by traditional vision-based weld tracking systems, we propose WeldLight, a lightweight and noise-resistant convolutional neural network for precise classification and positioning of welding seam feature point...

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Váldodahkkit:	Ang Gao, Anning Li, Fukang Su, Xinqi Yang, Wenping Liu, Fuxin Du, Chao Chen
Materiálatiipa:	Artigo
Giella:	Inglês
Almmustuhtton:	MDPI AG 2025-09-01
Ráidu:	Sensors
Fáttát:	feature point extraction laser vision sensor lightweight network seam tracking welding seam classification
Liŋkkat:	https://www.mdpi.com/1424-8220/25/18/5761
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