Research Article
Effective and Generalizable Graph-Based Clustering for Faces in the Wild
Table 5
Computation time comparison (HH : MM:SS.ms).
| Method | LFW | YTF | EYaleB | AR |
| Number of images | 13,233 | 621,126 | 2,414 | 2,600 | ResNet-29 + k-means | 00 : 01 : 07.663 | 00 : 14 : 01.229 | 00 : 00 : 00.110 | 00 : 00 : 00.223 | ResNet-29 + GLC | 00 : 00 : 15.638 | 04 : 36 : 39.981 | 00 : 00 : 00.276 | 00 : 00 : 00.289 | ResNet-29 + Approximate Rank-order | 00 : 04 : 06.712 | 03 : 26 : 34.220 | 00 : 00 : 29.916 | 00 : 00 : 33.099 | ResNet-29 + ours (proposed) | 00 : 00 : 16.035 | 04 : 41 : 31.604 | 00 : 00 : 00.314 | 00 : 00 : 00.267 |
|
|