Weld bead segmentation using RealSense depth camera based on 3D global features and texture features of subregions

Weld bead segmentation is important for the automation of quality control and inspection of welded joints. Due to the irregularity and the lack of topological information of the point cloud, it is hard to effectively segment the bead from the weld in 3D point cloud. This research investigates a nove...

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Veröffentlicht in:	Signal, image and video processing image and video processing, 2023-07, Vol.17 (5), p.2369-2383
Hauptverfasser:	Huang, Kewen, Dong, Zhaoxuan, Wang, Jie, Fei, Yuenong
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Cameras Computer Imaging Computer Science Image processing Image Processing and Computer Vision Image segmentation Inspection Laser beam welding Machine learning Multimedia Information Systems Original Paper Pattern Recognition and Graphics Quality control Signal,Image and Speech Processing Texture Three dimensional models Vision Welded joints
Online-Zugang:	Volltext
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