Youkun Zhong, Haining Mo. A video anomaly detection method based on deep autoencoding Gaussian mixture model[J]. Infrared and Laser Engineering, 2022, 51(6): 20210547
- Infrared and Laser Engineering
- Vol. 51, Issue 6, 20210547 (2022)
Fig. 1. Flow chart of abnormal event detection method based on DAGMM
Fig. 2. Examples of the detection results
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Table 1. Overview of benchmark datasets
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Table 2. Comparison with the state of the art methods in terms of AUC%
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Table 3. Influence of the number of Gaussian mixture components number K on the experimental results of the UCSD Ped2 data set (frame-level AUC%)
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