Detecting unregistered users through semi-supervised anomaly detection with similarity datasets

Abstract Recent research has focused on exploring systems that incorporate anomaly detection models to automate the addition of users in user recognition systems. Anomaly detection, a method used to distinguish between new and existing users by identifying abnormal images, has gained significant att...

Full description

Bibliographic Details
Main Authors: Dong Hyuk Heo, Sung Ho Park, Soon Ju Kang
Format: Article
Language:English
Published: SpringerOpen 2023-06-01
Series:Journal of Big Data
Subjects:
Online Access:https://doi.org/10.1186/s40537-023-00791-8