Declan GD McIntosh*

"Unsupervised, Online and On-The-Fly Anomaly Detection For Non-Stationary Image Distributions"

"We propose Online-InReaCh, the first fully unsupervised online method for detecting and localizing anomalies on-the-fly in image sequences while following non-stationary distributions. Previous anomaly detection methods are limited to supervised one-class classification or are unsupervised but stil…