Research Article

Multipose Face Recognition-Based Combined Adaptive Deep Learning Vector Quantization

Table 3

The GAR (%) of the frontal view (V1), and multipose (V2, V3) for combined ADLVQ classifier.

Multipose face images (V1, V2, V3)SDUMLA-HMTCASIA-V5
V1V2V3V1V2V3

ADLVQ-1[PS1]96.8790.5690.0095.8790.0089.00
ADLVQ-2[PS2]97.0591.5490.5695.9290.2089.64
ADLVQ-3[PS3]97.8591.6590.1295.0091.3891.21
ADLVQ-4[PS4]97.5692.0090.8795.3592.0089.66
ADLVQ-5[PS5]97.0092.4090.5495.9592.3090.01

V1 (Pose1): frontal view of face image, V2 and V3 (Pose2 and 3) multipose face images.