"Forget" the Forget Gate: Estimating Anomalies in Videos using Self-contained Long Short-Term Memory Networks

no code implementations • 3 Apr 2021 • Habtamu Fanta, Zhiwen Shao, Lizhuang Ma

Abnormal event detection is a challenging task that requires effectively handling intricate features of appearance and motion.

Anomaly Detection Computational Efficiency +2

SiTGRU: Single-Tunnelled Gated Recurrent Unit for Abnormality Detection

no code implementations • 30 Mar 2020 • Habtamu Fanta, Zhiwen Shao, Lizhuang Ma

In this paper, we propose a novel version of Gated Recurrent Unit (GRU), called Single Tunnelled GRU for abnormality detection.

Anomaly Detection