Frequency-Guided Multi-Level Human Action Anomaly Detection with Normalizing Flows

Shun Maeda, Chunzhi Gu, Jun Yu +3

We introduce the task of human action anomaly detection (HAAD), which aims to identify anomalous motions in an unsupervised manner given only the pre-determined normal category of…