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Nondestructive Testing and Evaluation Volume 39, 2024 - Issue 2
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Research Articles

Surface defect detection of CFRP materials based on infrared thermography and Attention U-Net algorithm

Guangyu Zhoua School of Instrument and Electronics, North University of China, Taiyuan, China
,
Zhijie Zhanga School of Instrument and Electronics, North University of China, Taiyuan, ChinaCorrespondence[email protected]
,
Wuliang Yinb School of Electrical and Electronic Engineering, The University of Manchester, Manchester, UK
,
Haoze Chena School of Instrument and Electronics, North University of China, Taiyuan, China
,
Luxiang Wanga School of Instrument and Electronics, North University of China, Taiyuan, China
,
Dong Wanga School of Instrument and Electronics, North University of China, Taiyuan, China
&
Huidong Maa School of Instrument and Electronics, North University of China, Taiyuan, China
 show all
Pages 238-257 | Received 06 Nov 2022, Accepted 12 Mar 2023, Published online: 22 Mar 2023

Citations (7)

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Read on this site (5)

Huadu Tang, Yalin Feng, Shan Xu & Ding Wang. (2024) A CNN-based network with attention mechanism for autonomous crack identification on building facade. Nondestructive Testing and Evaluation 39:1, pages 75-89.
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Kejun Bi, Jingwen Liu, Qiwen Zhao, Yanru Chen, Bin Xing & Bing Guo. (2024) A crowd-sourcing recommendation algorithm OPCA-CF using outer-product co-attention mechanism. Nondestructive Testing and Evaluation 39:1, pages 102-124.
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Luxiang Wang, Zhijie Zhang, Wuliang Yin, Haoze Chen, Guangyu Zhou, Huidong Ma & Dan Tan. (2023) Parameters impact analysis of CFRP defect detection system based on line laser scanning thermography. Nondestructive Testing and Evaluation 0:0, pages 1-26.
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Chengliang Zhang, Chunling Wang, Liyuan Zhao, Xiaolong Qu & Xujie Gao. A method of particleboard surface defect detection and recognition based on deep learning. Wood Material Science & Engineering 0:0, pages 1-12.
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Po Li, Lei Tang, Shenghang Zhang, Pan Ming, Yulei Wang & Hui Tian. Research progress on temperature field leakage detection of earth-rock dams and new exploration in leakage point detection. Nondestructive Testing and Evaluation 0:0, pages 1-21.
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Articles from other publishers (2)

Guangyu Zhou, Zhijie Zhang, Wuliang Yin, Haoze Chen, Luxiang Wang, Dong Wang & Huidong Ma. (2024) Characterization and depth detection of internal delamination defects in CFRP based on line laser scanning infrared thermography. Structural Health Monitoring.
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Bo Yang, Wenlong Xu, Fengyang Bi, Yang Zhang, Ling Kang & Lili Yi. (2023) Multi-scale neighborhood query graph convolutional network for multi-defect location in CFRP laminates. Computers in Industry 153, pages 104015.
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