Research Article

High Order Volumetric Directional Pattern for Video-Based Face Recognition

Table 5

Recognition rates using all video frames as changing the threshold and the proposed approach order on Honda/UCSD database.

Descriptor Recognition Accuracy (%) Using libsvm Classifier
Order

Order (VDP) 94.75 % 95.09 % 95.96 % 95.82 % 94.05 %

Order 96.26 96.55 97.23 96.57 % 95.74 %

Order 95.08 % 94.42 % 96.23 % 96.55 % 95.32 %

Order 95.57 % 95.11 % 96.72 % 97.13 95.84

Descriptor Recognition Accuracy (%) Using knn Classifier
Order

Order (VDP)96.13 %95.58 %96.87 %95.97 %95.44 %

Order 96.52 96.87 97.08 96.61 96.23

Order95.41 %95.95 %96.74 %96.44 %95.65 %

Order 95.42 %ā€‰ 96.63 % 96.51 % 95.86 %