Skin Color Models and Their Applications in Demographic Classifications

Abstract : Face analysis and demographic attributes identification play an important role in many applications and have gained increasing attention. Appearance-based methods using passively acquired images can yield satisfying results on gender classification, but there is still room for improvements in ethnicity and age classifications. Alternatively, some researchers focused on actively acquired hyper-spectral images, and use physics-based skin models to synthesise histological parameters for ethnicity classification, but these are little studied. In this paper, we first introduce several state-of-the-art physics-based skin models including implementation, their advantages and drawbacks; then we present their applications in gender, skin type and age classifications.
Type de document :
Poster
5th Centrale-Beihang Workshop, May 2014, Pékin, China. pp.0, 2014
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https://hal.archives-ouvertes.fr/hal-01313184
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Soumis le : lundi 9 mai 2016 - 16:11:50
Dernière modification le : vendredi 10 novembre 2017 - 17:00:04

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  • HAL Id : hal-01313184, version 1

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Wei Chen, Mohsen Ardabilian, Hassan Zahouani, Abdelmalek Zine. Skin Color Models and Their Applications in Demographic Classifications. 5th Centrale-Beihang Workshop, May 2014, Pékin, China. pp.0, 2014. 〈hal-01313184〉

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