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Communication Dans Un Congrès Année : 2008

3D face recognition evaluation on expressive faces using the IV2 database

Résumé

The purpose of this paper is to study the influence of face expressions on the performance of a 3D face recognition algorithm. Three facial surface matching based algorithms, namely ICP, Localized ICP (L-ICP) and Region-based ICP (R-ICP), are benchmarked on several sets of data : the two first sets with neutral faces and the last with expressive ones. Results show that the R-ICP algorithm provides more robustness to face expression verification than the two other approaches
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Dates et versions

hal-01374016 , version 1 (29-09-2016)

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  • HAL Id : hal-01374016 , version 1

Citer

Joseph Colineau, Johan d'Hose, Boulbaba Ben Amor, Mohsen Ardabilian, Liming Chen, et al.. 3D face recognition evaluation on expressive faces using the IV2 database. ACIVS 2008 : Advanced Concepts for Intelligent Vision Systems, Oct 2008, Juan-Les-Pins, France. pp.1050 - 1061. ⟨hal-01374016⟩
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