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Facial Expression Analysis and The PAD Space

Varun Jain 1, * James L. Crowley 1 Augustin Lux 1
* Corresponding author
1 PRIMA - Perception, recognition and integration for observation of activity
Inria Grenoble - Rhône-Alpes, UJF - Université Joseph Fourier - Grenoble 1, INPG - Institut National Polytechnique de Grenoble , CNRS - Centre National de la Recherche Scientifique : UMR5217
Abstract : In this paper we present a technique for facial expression analysis and representing the underlying emotions in the PAD (Pleasure-Arousal-Dominance) space. We develop a purely appearance based approach using Multi-scale Gaussian derivatives and Support Vector Machines. The system can generalize well and is shown to outperform the baseline method.
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https://hal.inria.fr/hal-01061096
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Varun Jain, James L. Crowley, Augustin Lux. Facial Expression Analysis and The PAD Space. PRIA 2013 - 11th International Conference on Pattern Recognition and Image Analysis, Russian Academy of Sciences, Sep 2013, Samara, Russia. ⟨hal-01061096⟩

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