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Savran, Arman and Celiktutan, Oya and Akyol, Aydin and Trojanová, Jana and Dibeklioglu, Hamdi and Esenlik, Semih and Bozkurt, Nesli and Demirkir, Cem and Akagunduz, Erdem and Caliskan, Kerem and Alyuz, Nese and Sankur, Bulent and Ulusoy, Ilkay and Akarun, Lale and Sezgin, Tevfik Metin : 3D Face Recognition Performance under Adversarial Conditions . eNTERFACE'07, p. 87-102, TELE, Universite catholique de Louvain, Louvain-la-Neuve, 2007.

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eNTERFACE'07

Abstrakt

We address the question of 3D face recognition and expression understanding under adverse conditions like illumination, pose, and accessories. We therefore conduct a campaign to build a 3D face database including systematic variation of poses, different types of occlusions, and a rich set of expressions. The expressions consist of a judiciously selected subset of Action Units as well as the six basic emotions. The database is designed to enable various research paths from face recognition to facial landmarking and to expression estimation. Preliminary results are presented on the outcome of three different landmarking methods as well as one registration method. As expected, observed non-neutral and non-frontal faces demand new robust algorithms to achieve an acceptable performance.

Detail publikace

Název: 3D Face Recognition Performance under Adversarial Conditions
Autor: Savran, Arman ; Celiktutan, Oya ; Akyol, Aydin ; Trojanová, Jana ; Dibeklioglu, Hamdi ; Esenlik, Semih ; Bozkurt, Nesli ; Demirkir, Cem ; Akagunduz, Erdem ; Caliskan, Kerem ; Alyuz, Nese ; Sankur, Bulent ; Ulusoy, Ilkay ; Akarun, Lale ; Sezgin, Tevfik Metin
Jazyk publikace: anglicky
Datum vydání: 1.12.2007
Rok vydání: 2007
Typ publikace: Stať ve sborníku
Název časopisu / knihy: eNTERFACE'07
Strana: 87 - 102
ISBN: 978-2-87463-105-4
Nakladatel: TELE, Universite catholique de Louvain
Místo vydání: Louvain-la-Neuve
Datum: 16.7.2007 - 10.8.2007
2008-06-20 10:37:57 / 2008-06-20 11:26:50 /

Klíčová slova

3D face database – Facial expressions – Facial landmarking – Face recognition

BibTeX

@INPROCEEDINGS{SavranArman_2007_3DFaceRecognition,
 author = {Savran, Arman and Celiktutan, Oya and Akyol, Aydin and Trojanov\'{a}, Jana and Dibeklioglu, Hamdi and Esenlik, Semih and Bozkurt, Nesli and Demirkir, Cem and Akagunduz, Erdem and Caliskan, Kerem and Alyuz, Nese and Sankur, Bulent and Ulusoy, Ilkay and Akarun, Lale and Sezgin, Tevfik Metin},
 title = {3D Face Recognition Performance under Adversarial Conditions},
 year = {2007},
 publisher = {TELE, Universite catholique de Louvain},
 journal = {eNTERFACE'07},
 address = {Louvain-la-Neuve},
 pages = {87-102},
 ISBN = {978-2-87463-105-4},
 url = {http://www.kky.zcu.cz/en/publications/SavranArman_2007_3DFaceRecognition},
}