Concepedia

Spatial–temporal convolutional neural networks for anomaly detection and localization in crowded scenes

Shifu Zhou, Wei Shen, Dan Zeng, Fang Mei, Yuanwang Wei, Zhijiang Zhang

Signal Processing Image Communication · 2016 · 249 citations · 46 references

Concepts

ComputingComputer ScienceComputer VisionMachine LearningRobot PerceptionAnomaly DetectionAnomaly Detection In Time SeriesDeep LearningObject RecognitionSpace-time AnalysisSpatial Time SeriesAnomaly LocalizationDeep Learning-based Anomaly DetectionSpatial Anomaly DetectionSpatio-temporal Outlier DetectionSpatiotemporal Outlier Detection

References

46

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

Latent dirichlet allocation

David M. Blei, Andrew Y. Ng, Michael I. Jordan · Journal of Machine Learning Research · 2003 · 27K citations

Computing, Computer Science, Computational Linguistics +6

Yangqing Jia, Evan Shelhamer, Jeff Donahue et al. · 2014 · 11.2K citations

Computing, Cloud Computing, Computer Science +16

Support vector machines

Marti A. Hearst, Susan Dumais, E. Osuna et al. · IEEE Intelligent Systems and their Applications · 1998 · 6.9K citations

Computing, Computer Science, Machine Learning +14

Social force model for pedestrian dynamics

Dirk Helbing, Péter Molnár · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 1995 · 6.8K citations · Full text

Social Sciences, Physics, Collective Behavior +13