Jingbo Sun, Jie Ji. Memory-augmented deep autoencoder model for pedestrian abnormal behavior detection in video surveillance[J]. Infrared and Laser Engineering, 2022, 51(6): 20210680
- Infrared and Laser Engineering
- Vol. 51, Issue 6, 20210680 (2022)
Fig. 1. The flow chart of Memory AE based anomaly detection method
Fig. 2. Examples of the detection results
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Table 1. Comparison with the state of the art methods in terms of AUC%
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Table 2. The influence of the number of memory module size on the experimental results of the Avenue data set (frame-level AUC%)
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