Research Article

Patch-Based Principal Component Analysis for Face Recognition

Table 6

Differences (with respect to 2DPCA) in the identifying results with different size of patches and “sorting” strategy.

Patch size (pixel)Accuracy (%) Number of more identified images Number of images failed to be identified

92.0 2 225, 50, 53, 98, 176, 180, 196, 20049, 83, 84, 114, 160
93.0 2 2 25, 50, 53, 98, 176, 180, 196, 20083, 84, 160
93.5 2 0 25, 42, 50, 53, 98, 176, 180, 196, 20083, 84, 160
93.0 1 4 25, 50, 53, 69, 98, 176, 180, 196, 20049, 83, 84, 160
93.0 1 225, 42, 50, 53, 69, 98, 176, 180, 196, 20049, 83, 84, 134, 160