Declan McIntosh

Inter-Realization Channels: Unsupervised Anomaly Detection Beyond One-Class Classification

Unsupervised anomaly detection and localization in images is a challenging problem, leading previous methods to attempt an easier supervised one-class classification formalization. Assuming training images to be realizations of the underlying image distribution, it follows that nominal patches from…