Automated Recognition and Measurement of Corrugated Pipes for Precast Box Girder Based on RGB-D Camera and Deep Learning

Automated Recognition and Measurement of Corrugated Pipes for Precast Box Girder Based on RGB-D Camera and Deep Learning

The accurate installation position of corrugated pipes is critical for ensuring the quality of prestressed concrete box girders. Given that these pipes can span up to 30 m and are deeply embedded within rebars, manual measurement is both labor-intensive and prone to errors. Meanwhile, automated reco...

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Bibliographic Details
Main Authors: Jiongyi Zhu, Zixin Huang, Dejiang Wang, Panpan Liu, Haili Jiang, Xiaoqing Du
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Sensors
Subjects:
corrugated pipes
recognition and measurement
semantic segmentation
deep learning
curve fitting
Online Access:https://www.mdpi.com/1424-8220/25/9/2641
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