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.
Complete list of metadatas

Cited literature [15 references]  Display  Hide  Download

https://hal.inria.fr/hal-01061096
Contributor : Varun Jain <>
Submitted on : Friday, September 5, 2014 - 9:57:52 AM
Last modification on : Wednesday, April 11, 2018 - 1:55:17 AM
Long-term archiving on : Saturday, December 6, 2014 - 10:55:34 AM

File

output.pdf
Publisher files allowed on an open archive

Identifiers

  • HAL Id : hal-01061096, version 1

Collections

Citation

Varun Jain, James L. Crowley, Augustin Lux. Facial Expression Analysis and The PAD Space. PRIA-11 Pattern Recognition and Image Analysis, Russian Academy of Sciences, Sep 2013, Samara, Russia. ⟨hal-01061096⟩

Share

Metrics

Record views

219

Files downloads

837