Odd-One-Out: Anomaly Detection by Comparing with Neighbors

Ankan Bhunia, Changjian Li, Hakan Bilen

This paper introduces a novel anomaly detection (AD) problem aimed at identifying `odd-looking' objects within a scene by comparing them to other objects present. Unlike traditiona…