Concepedia

Deep learning in crack detection: A comprehensive scientometric review

Yingjie Wu, Shaoqi Li, Jingqiu Li, Yanping Yu, Jianchun Li, Yancheng Li

Journal of Infrastructure Intelligence and Resilience · 2025 · 14 citations · 81 references

Open access

Concepts

ComputingComputer ScienceMaterials ScienceComputational Materials ScienceComputer VisionMachine LearningDeep LearningFracture DetectionFracture GeometryFracture MechanicsFracture PropagationFracture ToughnessAutomated Crack InspectionCrack DetectionCrack Feature ExtractionCrack Image AnalysisCrack Propagation AnalysisCrack SegmentationDeep Learning Detection

References

81

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

MizAR 60 for Mizar 50

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 76.3K citations · Full text

Computing, Computer Science, Computational Linguistics +14

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 54.2K citations

Computing, Computer Science, Computer Vision +14

Deep Learning‐Based Crack Damage Detection Using Convolutional Neural Networks

Young‐Jin Cha, Wooram Choi, Oral Büyüköztürk · Computer-Aided Civil and Infrastructure Engineering · 2017 · 3.1K citations · Full text

Computing, Civil Engineering, Computer Science +17