18970431. Continuous Personalization of Face Authentication (Google LLC)
Continuous Personalization of Face Authentication
Organization Name
Inventor(s)
Cem Kemal Hamami of Seattle WA US
Philip Andrew Mansfield of Penticton CA
Michael Williams of Sunnyvale CA US
Wen-Sheng Chu of San Jose CA US
Continuous Personalization of Face Authentication
This abstract first appeared for US patent application 18970431 titled 'Continuous Personalization of Face Authentication
Original Abstract Submitted
This document describes systems and techniques that enable continuous personalization of face authentication. In aspects, an authentication system associated with a network includes an authentication manager. The authentication manager receives an embedding representing image data associated with a user's face. The authentication manager generates a confidence score based on the embedding. Further, the authentication manager updates previously enrolled embeddings with the embedding based on the confidence score, the embedding meeting a clustering confidence threshold. Through such a technique, the authentication manager can alter the previously enrolled embeddings by which a future embedding is used to authenticate the user's face. By so doing, the techniques may provide more-accurate and successful user authentication over time.
