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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

Abstract

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 of publication

Title: 3D Face Recognition Performance under Adversarial Conditions
Author: 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
Language: English
Date of publication: 1 Dec 2007
Year: 2007
Type of publication: Papers in proceedings of reviewed conferences
Title of journal or book: eNTERFACE'07
Page: 87 - 102
ISBN: 978-2-87463-105-4
Publisher: TELE, Universite catholique de Louvain
Address: Louvain-la-Neuve
Date: 16 Jul 2007 - 10 Aug 2007
2008-06-20 10:37:57 / 2008-06-20 11:26:50 /

Keywords

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},
}