Figure 3. Face frontalization.
Note how the regions of interest (ROIs) move with the face in the original video feed but remain in a fixed position in the frontalized view. Severe out-of-plane rotation may distort the frontalized image, however, as the image shows, the amount of acceptable rotation still covers most usual head poses.
Source: [6]