Multithread Face Recognition in Cloud

Table 7

EER and recognition accuracies of the proposed face matching strategy for the BioID face database when face localization is performed and the principal components are fused using the sum and the max fusion rules to form a single set of matching scores. In addition, a hybrid heuristic statistics-based cohort selection technique, which employs T-norm normalization techniques for match score normalization, is applied.

Fusion rule/normalization/heuristic cohort selection	EER (%)	Recognition accuracy (%)
Sum fusion rule + min-max normalization	5.55	94.45
Max fusion rule + min-max normalization	0	100
Sum fusion rule + T-norm (hybrid heuristic)	0.5	99.5
Max fusion rule + T-norm (hybrid heuristic)	0	100