Title :
Aging effects on face images by varying vertical feature placement and transforming face shape
Author :
Miyoshi, Tetsuya ; Hyodo, Megumi
Author_Institution :
Toyohashi Sozo Univ., Toyohashi
Abstract :
In this paper we have investigated the effect of three kinds of facial manipulations on the perceived age. For this aim three experiments to assess the influence of facial manipulation were conducted, in which the shape of face was manipulated using the cardioidal strain transformation, the vertical placements of facial features were manipulated, and the facial shape was locally distorted so as to reflect the actual facial changes from twenty age to fifty age based on the report by Burt and Perrett[4]. In each experiment, the original facial images were selected in five age categories, elementary school, junior high school, high school, twenties, and over fifty, comparing the effect of graphical transformation on the perceived age in different age categories. We have discussed that these geometrical transformations of face have the aging effect and the aging effect of the five age categories had been different with each other.
Keywords :
face recognition; feature extraction; aging effect; cardioidal strain transformation; face image; face processing; face recognition; face shape transform; facial manipulation; geometrical transformation; graphical transformation; vertical feature placement; Aging; Capacitive sensors; Cardiology; Cybernetics; Educational institutions; Face recognition; Facial features; Head; Humans; Shape; aging effect; cardioidal strain; face manipulation; face processing; face recognition;
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
DOI :
10.1109/ICSMC.2006.384937