Automatic Detection and Quantification of Hot-Rolled Steel Surface Defects Using Deep Learning

Autonomous Structural Visual Inspection Using Region‐Based Deep Learning for Detecting Multiple Damage Types

Young‐Jin Cha, Wooram Choi, Gahyun Suh et al. · Computer-Aided Civil and Infrastructure Engineering · 2017 · 1.5K citations

Computing, Civil Engineering, Computer Science +17

PGA-Net: Pyramid Feature Fusion and Global Context Attention Network for Automated Surface Defect Detection

Hongwen Dong, Kechen Song, Yu He et al. · IEEE Transactions on Industrial Informatics · 2019 · 523 citations · Full text

Computing, Computer Science, Computer Vision +16

Automated Visual Defect Detection for Flat Steel Surface: A Survey

Qiwu Luo, Xiaoxin Fang, Li Liu et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 512 citations · Full text

Computing, Computer Science, Manufacturing Engineering +17

A Generic Deep-Learning-Based Approach for Automated Surface Inspection

Ruoxu Ren, Terence Hung, Kay Chen Tan · IEEE Transactions on Cybernetics · 2017 · 484 citations

Computing, Computer Engineering, Computer Science +17

Automatic crack classification and segmentation on masonry surfaces using convolutional neural networks and transfer learning

Dimitrios Dais, İhsan Engin Bal, Eleni Smyrou et al. · Automation in Construction · 2021 · 422 citations · Full text

Computing, Civil Engineering, Computer Science +17