Analysis of Facial Images across Age Progression by Humans
Joint Authors
Ling, Haibin
Fitzhugh, Shanon
Zeng, Jingting
Latecki, Longin Jan
Guo, Guodong
Source
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-11-01
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Civil Engineering
Information Technology and Computer Science
Abstract EN
The appearance of human faces can undergo large variations over aging progress.
Analysis of facial image taken over age progression recently attracts increasing attentions in computer-vision community.
Human abilities for such analysis are, however, less studied.
In this paper, we conduct a thorough study of human ability on two tasks, face verification and age estimation, for facial images taken at different ages.
Detailed and rigorous experimental analysis is provided, which helps understanding roles of different factors including age group, age gap, race, and gender.
In addition, our study also leads to an interesting observation: for age estimation, photos from adults are more challenging than that from young people.
We expect the study to provide a reference for machine-based solutions.
American Psychological Association (APA)
Zeng, Jingting& Ling, Haibin& Latecki, Longin Jan& Fitzhugh, Shanon& Guo, Guodong. 2011. Analysis of Facial Images across Age Progression by Humans. ISRN Machine Vision،Vol. 2012, no. 2012, pp.1-7.
https://search.emarefa.net/detail/BIM-477007
Modern Language Association (MLA)
Zeng, Jingting…[et al.]. Analysis of Facial Images across Age Progression by Humans. ISRN Machine Vision No. 2012 (2012), pp.1-7.
https://search.emarefa.net/detail/BIM-477007
American Medical Association (AMA)
Zeng, Jingting& Ling, Haibin& Latecki, Longin Jan& Fitzhugh, Shanon& Guo, Guodong. Analysis of Facial Images across Age Progression by Humans. ISRN Machine Vision. 2011. Vol. 2012, no. 2012, pp.1-7.
https://search.emarefa.net/detail/BIM-477007
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-477007