no code implementations • 23 Jan 2023 • Alessandro Flaborea, Guido D'Amely, Stefano D'arrigo, Marco Aurelio Sterpa, Alessio Sampieri, Fabio Galasso
Detecting the anomaly of human behavior is paramount to timely recognizing endangering situations, such as street fights or elderly falls.
Ranked #3 on Video Anomaly Detection on HR-UBnormal
1 code implementation • 16 Nov 2022 • Alessandro Flaborea, Bardh Prenkaj, Bharti Munjal, Marco Aurelio Sterpa, Dario Aragona, Luca Podo, Fabio Galasso
By using uncertainty, HypAD may assess whether it is certain about the input signal but it fails to reconstruct it because this is anomalous; or whether the reconstruction error does not necessarily imply anomaly, as the model is uncertain, e. g. a complex but regular input signal.