Concepedia

Online surface defect segmentation on aluminum strip production line using a lightweight and efficient model

Zehua Lv, Yibo Li, Siying Qian, Liuqing Wu

Engineering Applications of Artificial Intelligence · 2023 · 11 citations · 40 references

Concepts

EngineeringIndustrial EngineeringManufacturing EngineeringManufacturing ProcessesMaterials ProcessingProduction EngineeringDefect CharacterizationDefect ClassificationDefect DetectionDefect ModelingIndustrial InspectionProduction Line AutomationDefect AnalysisOnline Defect ClassificationReal-time Defect DetectionSegmentation-based DetectionSurface Defect CharacterizationSurface InspectionSurface Segmentation

References

40

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

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

Fully convolutional networks for semantic segmentation

Jonathan Long, Evan Shelhamer, Trevor Darrell · 2015 · 36.9K citations

Computing, Computer Science, Computer Vision +13

Feature Pyramid Networks for Object Detection

Tsung-Yi Lin, Piotr Dollár, Ross Girshick et al. · 2017 · 28.7K citations

Computing, Computer Science, High-performance Computing +16

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Sergey Ioffe, Christian Szegedy · arXiv (Cornell University) · 2015 · 24.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +15