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Journal Articles Распознавание образов и анализ изображен / Pattern Recognition and Image Analysis: Advances in Mathematical Theory and Applications Year : 2015

Facial expression analysis and the affect space

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Abstract

In this paper we present a technique for facial expression analysis and representing the underlying emotions in the affect space. We develop a purely appearance based approach using Multi!scale Gaussian derivatives and Support Vector Machines. The technique is validated on two different databases. The system is shown to generalize well and performs better than the baseline method.
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Dates and versions

hal-01254487 , version 1 (13-01-2016)
hal-01254487 , version 2 (13-01-2016)

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Varun Jain, Evanthia Mavridou, James L. Crowley, Augustin Lux. Facial expression analysis and the affect space. Распознавание образов и анализ изображен / Pattern Recognition and Image Analysis: Advances in Mathematical Theory and Applications, 2015, 25 (3), pp.430-436. ⟨10.1134/S1054661815030086⟩. ⟨hal-01254487v2⟩
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