Research graph
References from Spot-Weld Defect Detection with YOLOv8n Integrating Multi-Receptive-Field Attention and Structural Re-Parameterization. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
External reference
Vehicle minor damage detection algorithm based on deep learning
2025 · External reference
Unresolved reference
External reference
10.1109/cvpr.2017.106
10.1109/cvpr.2017.106 · External reference
10.1109/cvpr.2018.00913
10.1109/cvpr.2018.00913 · External reference
10.1109/cvpr.2018.00745
10.1109/cvpr.2018.00745 · External reference
10.1007/978-3-030-01234-2_1
10.1007/978-3-030-01234-2_1 · External reference
10.1109/cvpr46437.2021.01350
10.1109/cvpr46437.2021.01350 · External reference
WSS-YOLO: An Improved Industrial Defect Detection Network for Steel Surface Defects
10.1016/j.measurement.2024.115060 · 2024 · External reference
10.3390/app14125325
10.3390/app14125325 · External reference
SFW-YOLO: A Lightweight Multi-Scale Dynamic Attention Network for Weld Defect Detection in Steel Bridge Inspection
10.1016/j.measurement.2025.117608 · 2025 · External reference
Unresolved reference
External reference
10.1109/icassp49357.2023.10096516
10.1109/icassp49357.2023.10096516 · External reference
10.1109/iccv51070.2023.00134
10.1109/iccv51070.2023.00134 · External reference
Unresolved reference
External reference
10.1007/978-3-319-46493-0_39
10.1007/978-3-319-46493-0_39 · External reference
10.1109/cvpr46437.2021.01352
10.1109/cvpr46437.2021.01352 · External reference
ImageNet Classification with Deep Convolutional Neural Networks
2012 · External reference
A survey on Image Data Augmentation for Deep Learning
10.1186/s40537-019-0197-0 · 2019 · External reference
Classification assessment methods
10.1016/j.aci.2018.08.003 · 2021 · External reference
A noise robust method based on completed local binary patterns for hot-rolled steel strip surface defects
10.1016/j.apsusc.2013.09.002 · 2013 · External reference
10.1007/978-3-030-01234-2_1
10.1007/978-3-030-01234-2_1 · ExternalCitation · doi-reference
10.1007/978-3-319-46493-0_39
10.1007/978-3-319-46493-0_39 · ExternalCitation · doi-reference
Classification assessment methods
10.1016/j.aci.2018.08.003 · ExternalCitation · doi-reference
A noise robust method based on completed local binary patterns for hot-rolled steel strip surface defects
10.1016/j.apsusc.2013.09.002 · ExternalCitation · doi-reference
WSS-YOLO: An Improved Industrial Defect Detection Network for Steel Surface Defects
10.1016/j.measurement.2024.115060 · ExternalCitation · doi-reference
SFW-YOLO: A Lightweight Multi-Scale Dynamic Attention Network for Weld Defect Detection in Steel Bridge Inspection
10.1016/j.measurement.2025.117608 · ExternalCitation · doi-reference
10.1109/cvpr.2017.106
10.1109/cvpr.2017.106 · ExternalCitation · doi-reference
10.1109/cvpr.2018.00745
10.1109/cvpr.2018.00745 · ExternalCitation · doi-reference
10.1109/cvpr.2018.00913
10.1109/cvpr.2018.00913 · ExternalCitation · doi-reference
10.1109/cvpr46437.2021.01350
10.1109/cvpr46437.2021.01350 · ExternalCitation · doi-reference
10.1109/cvpr46437.2021.01352
10.1109/cvpr46437.2021.01352 · ExternalCitation · doi-reference
10.1109/icassp49357.2023.10096516
10.1109/icassp49357.2023.10096516 · ExternalCitation · doi-reference
10.1109/iccv51070.2023.00134
10.1109/iccv51070.2023.00134 · ExternalCitation · doi-reference
A survey on Image Data Augmentation for Deep Learning
10.1186/s40537-019-0197-0 · ExternalCitation · doi-reference
10.3390/app14125325
10.3390/app14125325 · ExternalCitation · doi-reference
