Table 7.
Feature Classification | Dimension | Recognition Accuracy | Training Time | Recognition Time |
---|---|---|---|---|
HOG+ANN | 36 | 95.41% | 2349 s | 12 fps |
LBP+ANN | 59 | 95.62% | 1944 s | 21 fps |
SIFT+ANN | 128 | 97.10% | 2911 s | 0.2 fps |
SURF+ANN | 64 | 97.52% | 2014 s | 0.5 fps |
Proposed feature +ANN | 64 | 98.33% | 923 s | 52 fps |