TY - JOUR
T1 - Assessing Facial Symmetry and Attractiveness using Augmented Reality
AU - Wei, Wei
AU - Ho, Edmond S. L.
AU - McCay, Kevin
AU - Damaševičius, Robertas
AU - Maskeliūnas, Rytis
AU - Esposito, Anna
PY - 2022/8/1
Y1 - 2022/8/1
N2 - Facial symmetry is a key component in quantifying the perception of beauty. In this paper, we propose a set of facial features computed from facial landmarks which can be extracted at a low computational cost. We quantitatively evaluated the proposed features for predicting perceived attractiveness from human portraits on four benchmark datasets (SCUT-FBP, SCUT-FBP5500, FACES and Chicago Face Database). Experimental results showed that the performance of the proposed features is comparable to those extracted from a set with much denser facial landmarks. The computation of facial features was also implemented as an augmented reality (AR) app developed on Android OS. The app overlays four types of measurements and guidelines over a live video stream, while the facial measurements are computed from the tracked facial landmarks at run time. The developed app can be used to assist plastic surgeons in assessing facial symmetry when planning reconstructive facial surgeries.
AB - Facial symmetry is a key component in quantifying the perception of beauty. In this paper, we propose a set of facial features computed from facial landmarks which can be extracted at a low computational cost. We quantitatively evaluated the proposed features for predicting perceived attractiveness from human portraits on four benchmark datasets (SCUT-FBP, SCUT-FBP5500, FACES and Chicago Face Database). Experimental results showed that the performance of the proposed features is comparable to those extracted from a set with much denser facial landmarks. The computation of facial features was also implemented as an augmented reality (AR) app developed on Android OS. The app overlays four types of measurements and guidelines over a live video stream, while the facial measurements are computed from the tracked facial landmarks at run time. The developed app can be used to assist plastic surgeons in assessing facial symmetry when planning reconstructive facial surgeries.
KW - Augmented reality
KW - Facial analysis
KW - Facial symmetry
KW - Mobile app
UR - http://www.scopus.com/inward/record.url?scp=85103405420&partnerID=8YFLogxK
U2 - 10.1007/s10044-021-00975-z
DO - 10.1007/s10044-021-00975-z
M3 - Article
SN - 1433-7541
VL - 25
SP - 635
EP - 651
JO - Pattern Analysis and Applications
JF - Pattern Analysis and Applications
IS - 3
ER -