Multithread Face Recognition in Cloud

Table 3

The table lists EER and recognition accuracies of the proposed face matching strategy on the FEI database when face localization is not performed and principal components are fused using the sum and max fusion rules to form a single set of matching scores. In addition, the hybrid heuristic statistics-based cohort selection technique is applied, which uses T-norm normalization techniques for match score normalization.

Fusion rule/normalization/heuristic cohort selection	EER (%)	Recognition accuracy (%)
Sum fusion rule + min-max normalization	0.0	100
Max fusion rule + min-max normalization	1.5	98.5
Sum fusion rule + T-norm (hybrid heuristic)	0.5	99.5
Max fusion rule + T-norm (hybrid heuristic)	0.5	99.5