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Geometry-aware misalignment-robust defect analysis framework for PAUT

delete2026-04-24
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PRE
AI
B
Binhua He
G
Genlang Chen *
G
Guanghui Song
B
Binbin Li
DOI:10.1016/j.measurement.2026.121477delete
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Abstract

Abstract

En 中文
• A geometry-aware framework for misalignment-robust PAUT defect analysis. • Weld boundary–guided region normalization improves analysis consistency. • Geometry-normalized spatial deviation compensates systematic spatial bias. • SE-enhanced representation stabilizes defect analysis under geometric variability. • Consistent performance gains validated through ablation analysis.
Keywords:
PAUT
defect analysis
geometry-aware
misalignment-robust
spatial deviation

Journal

Measurement cover
Measurement
IF:
5.6
Papers:
2.1W
Citations:
5.4W

Organization

N
Ningbotech University
Scholars:
1.0K
Papers: 777
Citations: 3
Z
Zhejiang Technology University
Scholars:
1
Papers: 1
Citations: 0
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Cited Papers

Cited Papers

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err2023-03-02
err0
errOAAI
errSeung-Eun Lee; Jinhyun Park; Yun-Taek Yeom; Hak-Joon Kim; Sung-Jin Song
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Research on weld seam feature extraction and defect identification technology
err2024-09-19
err1
PREAI
errShang, Fei; Cai, Dandan; Sun, Bo; Han, Yongquan; Yang, Mingyuan; Zhan, Chunying
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Defect Detection Algorithm in Steel Billets Using Morphological Top-Hat filter
err2009-01-01
err0
PREAI
errDongwook Lee; Young-il Kang; Changhyun Park; Sangchul Won
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The detection of PAUT pseudo defects in ultra-thick stainless-steel welds with a multimodal deep learning model
err2025-02-01
err3
PREAI
errCao, Weiwen; Sun, Xingyue; Liu, Zheng; Chai, Zhigang; Bao, Guoping; Yu, Yangyong; Chen, Xu
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Automatic flaw detection in sectoral scans using machine learning
err2024-07-01
err2
PREAI
errHerve-Cote, Hugo; Dupont-Marillia, Frederic; Belanger, Pierre
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Literature Review: Theory and Application of In-Line Inspection Technologies for Oil and Gas Pipeline Girth Weld Defection
errSENSORS
IF3.5
err2016-12-28
err85
errOAAI
errFeng, Qingshan; Li, Rui; Nie, Baohua; Liu, Shucong; Zhao, Lianyu; Zhang, Hong
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