Concepedia

Video anomaly detection based on cross-frame prediction mechanism and spatio-temporal memory-enhanced pseudo-3D encoder

Xiaopeng Wen, Lai Hui-cheng, Guxue Gao, Yang Xiao, Tongguan Wang, Zhenhong Jia, Liejun Wang

Engineering Applications of Artificial Intelligence · 2023 · 13 citations · 36 references

Concepts

ComputingComputer ScienceComputer VisionMachine LearningAction RecognitionAnomaly DetectionMotion AnalysisMotion EstimationVideo AnalysisCross PredictionDeep Learning-based Anomaly DetectionSpatio-temporal Outlier DetectionSpatiotemporal Feature ExtractionVideo Anomaly Detection

References

36

Proceedings of IEEE Conference on Computer Vision and Pattern Recognition

1993 · 14.3K citations

Computing, Computer Engineering, Computer Science +16

Proceedings of IEEE International Conference on Computer Vision

1995 · 12.9K citations

Computing, Computer Engineering, Computer Science +14

Learning Spatiotemporal Features with 3D Convolutional Networks

Du Tran, Lubomir Bourdev, Rob Fergus et al. · 2015 · 9.7K citations

Computing, Computer Science, Computer Vision +13

Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection

Dong Gong, Lingqiao Liu, Vuong Le et al. · 2019 · 1.7K citations

Computing, Computer Science, Data Mining +14

Deep Learning for Anomaly Detection: A Survey

Raghavendra Chalapathy, Sanjay Chawla · arXiv (Cornell University) · 2019 · 1.2K citations · Full text

Computing, Computer Science, Artificial Intelligence +13