Yüz ifadesi dinamiklerine dayali yaş kestirimi

Hamdi Dibekliǒglu; Albert Ali Salah; Theo Gevers

doi:10.1109/SIU.2013.6531538

Yüz ifadesi dinamiklerine dayali yaş kestirimi

Translated title of the contribution: Age estimation using facial expression dynamics

Hamdi Dibekliǒglu
, Albert Ali Salah
, Theo Gevers

Sub Social and Affective Computing

University of Amsterdam

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Abstract

Age estimation from face images traditionally focuses on appearance features. In this paper, we evaluate a number of recently proposed spatio-temporal features for the problem of age estimation from face videos. It is shown that temporal features based on movement dynamics of facial landmarks during a smile expression can improve age estimation over using only appearance-based features.

Translated title of the contribution	Age estimation using facial expression dynamics
Original language	Turkish
Title of host publication	2013 21st Signal Processing and Communications Applications Conference, SIU 2013
DOIs	https://doi.org/10.1109/SIU.2013.6531538
Publication status	Published - 5 Aug 2013
Event	2013 21st Signal Processing and Communications Applications Conference, SIU 2013 - Haspolat, Turkey Duration: 24 Apr 2013 → 26 Apr 2013

Conference

Conference	2013 21st Signal Processing and Communications Applications Conference, SIU 2013
Country/Territory	Turkey
City	Haspolat
Period	24/04/13 → 26/04/13

Keywords

Age estimation
Facial expression analysis

Access to Document

10.1109/SIU.2013.6531538

Cite this

@inproceedings{87acd06cc2f1482083c033efbca050f6,

title = "Y{\"u}z ifadesi dinamiklerine dayali ya{\c s} kestirimi",

abstract = "Age estimation from face images traditionally focuses on appearance features. In this paper, we evaluate a number of recently proposed spatio-temporal features for the problem of age estimation from face videos. It is shown that temporal features based on movement dynamics of facial landmarks during a smile expression can improve age estimation over using only appearance-based features.",

keywords = "Age estimation, Facial expression analysis",

author = "Hamdi Dibekliǒglu and Salah, \{Albert Ali\} and Theo Gevers",

year = "2013",

month = aug,

day = "5",

doi = "10.1109/SIU.2013.6531538",

language = "Turkish",

isbn = "9781467355629",

booktitle = "2013 21st Signal Processing and Communications Applications Conference, SIU 2013",

note = "2013 21st Signal Processing and Communications Applications Conference, SIU 2013 ; Conference date: 24-04-2013 Through 26-04-2013",

}

TY - GEN

T1 - Yüz ifadesi dinamiklerine dayali yaş kestirimi

AU - Dibekliǒglu, Hamdi

AU - Salah, Albert Ali

AU - Gevers, Theo

PY - 2013/8/5

Y1 - 2013/8/5

N2 - Age estimation from face images traditionally focuses on appearance features. In this paper, we evaluate a number of recently proposed spatio-temporal features for the problem of age estimation from face videos. It is shown that temporal features based on movement dynamics of facial landmarks during a smile expression can improve age estimation over using only appearance-based features.

AB - Age estimation from face images traditionally focuses on appearance features. In this paper, we evaluate a number of recently proposed spatio-temporal features for the problem of age estimation from face videos. It is shown that temporal features based on movement dynamics of facial landmarks during a smile expression can improve age estimation over using only appearance-based features.

KW - Age estimation

KW - Facial expression analysis

UR - https://www.scopus.com/pages/publications/84880874943

U2 - 10.1109/SIU.2013.6531538

DO - 10.1109/SIU.2013.6531538

M3 - Conference contribution

AN - SCOPUS:84880874943

SN - 9781467355629

BT - 2013 21st Signal Processing and Communications Applications Conference, SIU 2013

T2 - 2013 21st Signal Processing and Communications Applications Conference, SIU 2013

Y2 - 24 April 2013 through 26 April 2013

ER -

Yüz ifadesi dinamiklerine dayali yaş kestirimi

Abstract

Conference

Keywords

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