Ryo Kosugi

Image-level Synthesis and Perturbation for Self-supervised Anomaly Detection

2025

Synthetic anomaly samples can play a crucial role in unsupervised image anomaly detection. Current image anomaly synthesis methods exploit image-level operations such as overlays or embedding-level operations such as perturbation by Gaussian noise. However, they …