Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2024 Jul 11;14(1):16039.
doi: 10.1038/s41598-024-66833-0.

Developing an eyeball positioning method in the eye orbit for craniofacial identification in Korean population

Affiliations

Developing an eyeball positioning method in the eye orbit for craniofacial identification in Korean population

Joon Yeol Ryu et al. Sci Rep. .

Abstract

We analysed the skulls and faces of Korean subjects using anthropometric methods to understand the anatomical characteristics of the eyeball and eye orbit region of Korean population and to determine the correlations between the hard and soft tissues around the eyeball and eye orbit region. In total, 82 sections in the region were measured to determine the correlations; among them, 34 showed significant differences by sex, and 6 showed significant differences by age. As the distance from the centre of the eye lens to the eye orbit is calculated as a ratio, we determined that the centre of the eye lens is located relatively on the lateral and superior position in each eye orbit in front view. Fourteen sections that could be used for craniofacial reconstruction/approximation in men and women were selected. Regression equations were derived according to the correlation of each section, and their reliabilities were verified by out of sample validation tests. Therefore, our results increase the accuracy of eyeball position determination, which would be useful for more efficient craniofacial reconstruction/approximation of the Korean population and should improve the efficiency of facial recognition.

PubMed Disclaimer

Conflict of interest statement

The authors declare no competing interests.

Figures

Figure 1
Figure 1
Measurement sections in anterior view (a). Distances to the centre of the eyeball and eye lens centre from the farmost medial and superior edge in anterior view (b). Eyeball thicknesses in horizontal and longitudinal directions (c). Measurement sections in lateral view (d,e). R represents the right side. C is bilateral symmetry. The sections in which left-side (L) measurements were made are identical to those of the right side.
Figure 2
Figure 2
Orbit and eyeball measurement values that significantly differed by sex. R represents the right side. C is bilateral symmetry. The left-side measurement sections are the same as those of the right side.
Figure 3
Figure 3
Proportional position of the centre of eye lens to the width and height of the orbit (a). Position of the eyeball & eye lens. E1 and E2 are the eye lens centre coordinates and E3 and E4 are the eyeball centre coordinates in anterior view (b). The relative position of the centre of eyeball and eye lens, anterior view (c) and lateral view (d).
Figure 4
Figure 4
Selected measurement sections for predicting the eyeball position in the orbit in lateral view (a), and anterior view (b). R represents right side. The sections in which left-side measurements were made are identical to those of the right side.

Similar articles

References

    1. Wilkinson C. Facial reconstruction—Anatomical art or artistic anatomy? J. Anat. 2010;216:235–250. doi: 10.1111/j.1469-7580.2009.01182.x. - DOI - PMC - PubMed
    1. Walker-Smith GJ, Gale AG, Findlay JM. Eye movement strategies involved in face perception. Perception. 1977;6:313–326. doi: 10.1068/p060313. - DOI - PubMed
    1. Chuk T, Crookes K, Hayward WG, Chan AB, Hsiao JH. Hidden Markov model analysis reveals the advantage of analytic eye movement patterns in face recognition across cultures. Cognition. 2017;169:102–117. doi: 10.1016/j.cognition.2017.08.003. - DOI - PubMed
    1. Hsiao JH, Cottrell G. Two fixations suffice in face recognition. Psychol. Sci. 2008;19:998–1006. doi: 10.1111/j.1467-9280.2008.02191.x. - DOI - PMC - PubMed
    1. Schyns PG, Bonnar L, Gosselin F. Show me the features! Understanding recognition from the use of visual information. Psychol. Sci. 2002;13:402–409. doi: 10.1111/1467-9280.00472. - DOI - PubMed