We assume the eye corners are available for each frame if face is present. Eye region is represented with a circle defined by eye corners (Fig. 1). Eye corners are obtained from manually obtained annotation of datasets. We also use automatically localized eye corners by CLandmark (Uřičář et al., 2015) together with Viola and Jones (2004) face detection to measure time demands (Section 5.2).