IPAB Workshop - 01/05/2025

Speaker: Hakan Bilen

Title: A new look into anomaly detection in computer vision

Abstract: In the workshop, I will be talking about our work in anomaly detection targeting real-world scenarios in product quality assessment. I will introduce three new anomaly detection tasks along with their benchmarks and customized solutions that enables clear definition of normality and accurate detection of anomalies. Our techniques will include 3D modelling objects from multiple views and learning correspondences for aligning them. I will also discuss an active anomaly detection technique that goes beyond over anomaly detection techniques from passive observations.