TY - GEN
T1 - Age classification for pose variant and occluded faces
AU - Chu, Wei Ta
AU - Liu, Wen Long
AU - Yu, Jen Yu
N1 - Copyright:
Copyright 2011 Elsevier B.V., All rights reserved.
PY - 2010
Y1 - 2010
N2 - We extend the object class invariant (OCI) model to age classification, for pose variant and occluded faces. With the OCI model, we first localize faces from images captured in arbitrary views, and then determine the most distinctive features. Relationships between feature points and the invariant vector are described in terms of geometry and appearance information, in the form of a probabilistic model. In contrast to previous works on age classification/ estimation, we emphasize that this method is especially useful for faces captured in real-world situations.
AB - We extend the object class invariant (OCI) model to age classification, for pose variant and occluded faces. With the OCI model, we first localize faces from images captured in arbitrary views, and then determine the most distinctive features. Relationships between feature points and the invariant vector are described in terms of geometry and appearance information, in the form of a probabilistic model. In contrast to previous works on age classification/ estimation, we emphasize that this method is especially useful for faces captured in real-world situations.
UR - http://www.scopus.com/inward/record.url?scp=78650988417&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=78650988417&partnerID=8YFLogxK
U2 - 10.1145/1873951.1874067
DO - 10.1145/1873951.1874067
M3 - Conference contribution
AN - SCOPUS:78650988417
SN - 9781605589336
T3 - MM'10 - Proceedings of the ACM Multimedia 2010 International Conference
SP - 743
EP - 746
BT - MM'10 - Proceedings of the ACM Multimedia 2010 International Conference
T2 - 18th ACM International Conference on Multimedia ACM Multimedia 2010, MM'10
Y2 - 25 October 2010 through 29 October 2010
ER -