Table 2 Summary of results
From: Face recognition with Bayesian convolutional networks for robust surveillance systems
Method | Recognition accuracy (%) | |
|---|---|---|
EURECOM Kinect Face Database [55] | AT&T face database [56] | |
PCA [18] | 89.0 | 91.0 |
MahCos PCA [19] | 90.4 | 92.5 |
DCNN by Lee et al. [58] | 97.0 [58] | – |
DCNN by Vinay et al. [59] | – | 95.2 [59] |
Proposed DCNN | ||
Arc-1 | 90.4 | 87.5 |
Arc-2 | 94.2 | 97.5 |
Arc-3 | 92.3 | 92.5 |
Proposed B-DCNN | ||
Arc-1 | 94.2 | 92.5 |
Arc-2 | 98.1 | 100 |
Arc-3 | 96.2 | 97.5 |