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Conference Papers Year : 2013

Facial Expression Analysis and The PAD Space

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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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Dates and versions

hal-01061096 , version 1 (05-09-2014)

Identifiers

  • HAL Id : hal-01061096 , version 1

Cite

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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