Xiaoming Liu*

Open-Set Biometrics: Beyond Good Closed-Set Models

"Biometric recognition has primarily addressed closed-set identification, assuming all probe subjects are in the gallery. However, most practical applications involve open-set biometrics, where probe subjects may or may not be present in the gallery. This poses distinct challenges in effectively dis…