(a)
(b)
(c)
Figure 6: Samples of images in the datasets. (a) shows samples from GI4E datasets and (b) is from BioID datasets, while (c) is from our datasets. Note the significant variation in illumination, head position, infrared/visible image, and full/half covered face.