Concepedia

Unsupervised anomalous event detection in videos using spatio-temporal inter-fused autoencoder

Nazia Aslam, Maheshkumar H. Kolekar

Multimedia Tools and Applications · 2022 · 36 citations · 34 references

Concepts

ComputingComputer ScienceComputer VisionMachine LearningTime Series AnalysisAnomaly DetectionAnomaly Detection In Time SeriesDeep LearningEvent DetectionUnsupervised LearningVideo AnalysisAutoencoder-based Anomaly DetectionSpatio-temporal Outlier DetectionSpatiotemporal Outlier DetectionUnsupervised Anomaly DetectionVideo Anomaly Detection

References

34

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

Anomaly detection in crowded scenes

Vijay Mahadevan, Weixin Li, Viral Bhalodia et al. · 2010 · 1.5K citations

Computing, Computer Science, Computer Vision +15

Future Frame Prediction for Anomaly Detection - A New Baseline

Wen Liu, Weixin Luo, Dongze Lian et al. · 2018 · 1.4K citations

Computing, Computer Science, Computer Vision +15

Abnormal Event Detection at 150 FPS in MATLAB

Cewu Lu, Jianping Shi, Jiaya Jia · 2013 · 1.4K citations

Computing, Computer Science, Computer Vision +12

Learning Temporal Regularity in Video Sequences

Mahmudul Hasan, Jonghyun Choi, Jan Neumann et al. · 2016 · 1.4K citations

Computing, Computer Science, Computer Vision +16