Concepedia

An explainable and efficient deep learning framework for video anomaly detection

Chongke Wu, Sicong Shao, Cihan Tunc, Pratik Satam, Salim Hariri

Cluster Computing · 2021 · 80 citations · 42 references

Open access

Concepts

ComputingComputer ScienceArtificial IntelligenceComputer VisionMachine LearningAnomaly DetectionDeep LearningExplainable Machine LearningNeural NetworksRepresentation LearningVideo AnalysisDeep Learning-based Anomaly DetectionDeep Learning-based DetectionExplainable Anomaly DetectionExplainable Detection ModelsVideo Anomaly Detection

References

42

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

Smoothing and Differentiation of Data by Simplified Least Squares Procedures.

Abraham Savitzky, Marcel J. E. Golay · Analytical Chemistry · 1964 · 21.3K citations

Natural Sciences, Chemistry, Analytical Chemistry +6

"Why Should I Trust You?"

Marco Túlio Ribeiro, Sameer Singh, Carlos Guestrin · 2016 · 15.2K citations

Computing, Computer Science, Data Science +11

A Unified Approach to Interpreting Model Predictions

Scott Lundberg, Su‐In Lee · arXiv (Cornell University) · 2017 · 7.6K citations · Full text

Computing, Computer Science, Data Science +17

Abnormal crowd behavior detection using social force model

Ramin Mehran, Alexis Oyama, Mubarak Shah · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 1.7K citations · Full text

Computing, Computer Science, Computer Vision +13