Concepedia

Steel surface defect detection based on self-supervised contrastive representation learning with matching metric

Xuejin Hu, Jing Yang, Fengling Jiang, Amir Hussain, Kia Dashtipour, Mandar Gogate

Applied Soft Computing · 2023 · 41 citations · 33 references

Concepts

ComputingComputer ScienceManufacturing EngineeringComputer VisionMachine LearningMachine VisionDefect DetectionIndustrial InspectionMetric LearningPattern RecognitionRepresentation LearningSelf-supervised LearningMachine Learning-based Defect DetectionSelf-supervised Image RepresentationsSelf-supervised Metric LearningSelf-supervised Representation LearningSurface Inspection

References

33

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

Proceedings of IEEE International Conference on Computer Vision

1995 · 12.9K citations

Computing, Computer Engineering, Computer Science +14

YOLOv4: Optimal Speed and Accuracy of Object Detection

Alexey Bochkovskiy, Chien-Yao Wang, Hong-Yuan Mark Liao · arXiv (Cornell University) · 2020 · 10.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

The Earth Mover's Distance as a Metric for Image Retrieval

Yossi Rubner, Carlo Tomasi, Leonidas J. Guibas · International Journal of Computer Vision · 2000 · 4.5K citations

Computing, Computer Science, Computer Vision +11

Bootstrap your own latent: A new approach to self-supervised Learning

Jean-Bastien Grill, Florian Strub, Florent Altché et al. · arXiv (Cornell University) · 2020 · 3.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +16