Title :
Subjective age estimation system using facial images - how old we feel compared to others
Author :
Miyamoto, Naoyuki ; Jinnouchi, Yumi ; Nagata, Noriko ; Inokuchi, Seiji
Author_Institution :
Sch. of Sci. & Technol., Kwansei Gakuin Univ., Hyogo, Japan
Abstract :
We propose a relative estimation method for subjective age, imaged by ourselves, using peoples´ facial images and their chronological (real) age. We experimented with a rating scale for facial images which stimulated subjects. The subject evaluated an image as looking older than themselves with a range of responses. Finding an approximation curve of this range, the zero crossing point in the approximation curve is defined as the subjective age. The experimental result shows that the subjective age tends to be found in negative direction (tendency to estimate oneself as younger than actual). Besides, there are other trends between gender, between age groups, and between the different expressions such as ordinary and smiling.
Keywords :
emotion recognition; face recognition; affective computing; age estimation system; approximation curve; chronological age; facial images; rating scales methods; subjective age; zero crossing point; Art; Digital images; Face recognition; Facial features; Humans; Image databases; Proposals; Subjective age; affective computing; chronological age; estimation; facial image; rating scales methods;
Conference_Titel :
Systems, Man and Cybernetics, 2005 IEEE International Conference on
Print_ISBN :
0-7803-9298-1
DOI :
10.1109/ICSMC.2005.1571681