Research Article

MAM: Multiple Attention Mechanism Neural Networks for Cross-Age Face Recognition

Table 7

ACC of the proposed MAM-CNN and other methods on CACD-VS dataset.

ModelACC (%)

HFA [8]84.42
CARC [20]87.57
MEFA [10]88.64
FaceNet [13]89.88
LF-CNNs [16]98.59
AE-CNNs [15]98.85
ResNet-50(fine-tuned by MORPH)95.31
Residual attention ResNet50 with HRC98.38
Residual attention ResNet50 with HRC + self-attention98.87
MAM-CNN99.36