On the Potential of Algorithm Fusion for Demographic Bias Mitigation in Face Recognition

Figure 1

Overview of the proposed concept on different demographic (sub-) groups face recognition systems may exhibit performance differentials, whereas a fusion of multiple algorithms is expected to improve the overall fairness.