研究论文
Digital image correlation (DIC) based damage detection for CFRP laminates by using machine learning based image semantic segmentation
Yuansong Wang, Quantian Luo, Hui Xie, Qing Li, Guangyong Sun
Hunan University The University of Sydney
来源International Journal of Mechanical Sciences
年份2022
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学术脉络
学科主题
计算机 / AIOptical measurement and interference techniques
Structural Health Monitoring Techniques · Mechanical Behavior of Composites
参考文献 68
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
被引 56,068Shaoqing Ren, Kaiming He, Ross Girshick · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
被引 20,044Vijay Badrinarayanan, Alex Kendall, Roberto Cipolla · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017
Analysis of adhesively bonded repairs in composites: Damage detection and prognosis
被引 169Miguel Ángel Caminero, Sofia Pavlopoulou, M. López-Pedrosa · Composite Structures · 2012
此处列出前 3 条
引用本文 147
Plastic damage prediction of concrete under compression based on deep learning
被引 160Yunhan Niu, Wenwu Wang, Yutai Su · Acta Mechanica · 2023
Applications of artificial intelligence/machine learning to high-performance composites
被引 159Yifeng Wang, Kan Wang, Chuck Zhang · Composites Part B Engineering · 2024
Deep Learning for Structural Health Monitoring: Data, Algorithms, Applications, Challenges, and Trends
被引 148Jing Chao Jia, Ying Li · Sensors · 2023
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