Concepedia

A masked reverse knowledge distillation method incorporating global and local information for image anomaly detection

Yuxin Jiang, Yunkang Cao, Weiming Shen

Knowledge-Based Systems · 2023 · 43 citations · 17 references

Concepts

ComputingComputer ScienceComputer VisionFeature EngineeringMachine LearningAnomaly DetectionDeep LearningIntrusion DetectionOutlier DetectionReverse EngineeringUnsupervised LearningDeep Learning-based Anomaly DetectionImage Anomaly DetectionKnowledge Distillation

References

17

Proceedings of IEEE International Conference on Computer Vision

1995 · 12.9K citations

Computing, Computer Engineering, Computer Science +14

Reconstruction by inpainting for visual anomaly detection

Vitjan Zavrtanik, Matej Kristan, Danijel Skočaj · Pattern Recognition · 2020 · 683 citations

Computing, Computer Science, Computer Vision +9

Sub-Image Anomaly Detection with Deep Pyramid Correspondences

Niv Cohen, Yedid Hoshen · arXiv (Cornell University) · 2020 · 327 citations · Full text

Computing, Computer Science, Computer Vision +16

IEEE 7th International Conference on Automation Science and Engineering

IEEE Robotics & Automation Magazine · 2010 · 323 citations

Engineering, Electrical Engineering, Industrial Engineering +15

Deep Learning for Unsupervised Anomaly Localization in Industrial Images: A Survey

Xian Tao, Xinyi Gong, Xin Zhang et al. · IEEE Transactions on Instrumentation and Measurement · 2022 · 200 citations

Computing, Computer Science, Industrial Engineering +17