PseudoBound: Limiting the anomaly reconstruction capability of one-class classifiers using pseudo anomalies

Marcella Astrid, Muhammad Zaigham Zaheer, Seung-Ik Lee

Due to the rarity of anomalous events, video anomaly detection is typically approached as one-class classification (OCC) problem. Typically in OCC, an autoencoder (AE) is trained t…