Generalized batch mode active learning for face-based biometric recognition

► A generalized scheme for Batch Mode Active Learning in face-based biometrics is presented. ► The framework can incorporate additional information available in biometric contexts. ► Additional variants of the algorithm are described. ► Results show the merit of the framework in selecting instances for manual annotation.