Concepedia

On the effect of the attention mechanism for automatic welding defects detection based on deep learning

Xiaopeng Wang, Salvatore D’Avella, Zhimin Liang, Baoxin Zhang, Juntao Wu, Uwe Zscherpel, Paolo Tripicchio, Xinghua Yu

Expert Systems with Applications · 2025 · 37 citations · 26 references

Concepts

ComputingComputer ScienceArtificial IntelligenceComputer VisionMachine LearningAttention NetworksDeep LearningDefect DetectionIndustrial InspectionRepresentation LearningWeldingAttentionDeep Learning DetectionReal-time Weld Defect DetectionVision-guided WeldingWeld Defect DetectionWeld Joint DetectionWelding Automation

References

26

A Mathematical Theory of Communication

Claude E. Shannon · Bell System Technical Journal · 1948 · 80.7K citations

Engineering, Communication, Electrical Engineering +11

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations

Computing, Computer Science, Knowledge Representation +11

Proceedings of IEEE International Conference on Computer Vision

1995 · 12.9K citations

Computing, Computer Engineering, Computer Science +14

A Non-Local Algorithm for Image Denoising

Antoni Buades, B. Coll, Jean‐Michel Morel · 2005 · 7.1K citations

Arts, Biomedical Engineering, Computer Vision +16