期刊论文

Liu, WH

英文

Measurement

0263-2241

2026

257

118752

10.1016/j.measurement.2025.118752

CRediT authorship contribution statement Wentao Cui: Writing – review & editing, Writing – original draft, Validation, Software, Investigation. Weihua Liu: Writing – review & editing, Supervision, Project administration. Shan Zeng: Project administration, acquisition. Chenwei Zhu: Writing – review & editing, Methodology. Liangyan Chen: Methodology. Zhaoyan Duan: Visualization, Investigation, Data curation.

本校为第一且通讯机构

In the industrial routine inspection process, accurately tracking pipeline defects is essential for ensuring safe operation. However, this accuracy is adversely affected by the complexity of pipeline internal environment, similarity in the appearance of different defects, and difference in the appearance of the same defect with the movement of the camera used. Herein, we present a novel model called global prototype tracking network (GP-Net), which integrates prototype learning, global attention, and global tracking to accurately track the defects. The proposed model mitigates the feature bias...