@inproceedings{1a674a51019342cc8cacd559397f2e50,
title = "2D face recognition in the IV2 evaluation campaign",
abstract = "In this paper, the first evaluation campaign on 2D-face images using the multimodal IV2 database is presented. The five appearance-based algorithms in competition are evaluated on four experimental protocols, including experiments with challenging illumination and pose variabilities. The results confirm the advantages of the Linear Discriminant Analysis (LDA) and the importance of the training set for the Principal Component Analysis (PCA) based approaches. The experiments show the robustness of the Gabor based approach combined with LDA, in order to cope with challenging face recognition conditions. This evaluation shows the interest and the richness of the IV 2 multimodal database.",
keywords = "2D face recognition, Appearance-based algorithms, Database, Evaluation campaign",
author = "Anouar Mellakh and Anis Chaari and Souhila Guerfi and Johan Dhose and Joseph Colineau and Sylvie Lelandais and Dijana Petrovska-Delacr{\`e}taz and Bernadette Dorizzi",
year = "2009",
month = dec,
day = "1",
doi = "10.1007/978-3-642-04697-1\_3",
language = "English",
isbn = "3642046967",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
pages = "24--32",
booktitle = "Advanced Concepts for Intelligent Vision Systems - 11th International Conference, ACIVS 2009, Proceedings",
note = "11th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2009 ; Conference date: 28-09-2009 Through 02-10-2009",
}