A visual measurement algorithm for vibration displacement of rotating body using semantic segmentation network

• Published in: Expert systems with applications Vol. 237; p. 121306
• Main Authors: Chai, Shanglei, Wang, Sen, Liu, Chang, Liu, Xiaoqin, Liu, Tao, Yang, Rongliang
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.03.2024
• Subjects: Deep learning; Rotating body; Semantic segmentation; Vibration displacement measurement; Deep learning; Rotating body; Semantic segmentation; Vibration displacement measurement

Compared with the traditional vibration displacement measurement methods, visual vibration measurement offers several advantages such as long-distance capability, non-contact operation and easy installation. However, the phenomenon of low fitting accuracy of the bounding box often occurs when detect...