Facial Action Recognition Combining Heterogeneous Features via Multikernel Learning

@article{Senechal2012FacialAR,
  title={Facial Action Recognition Combining Heterogeneous Features via Multikernel Learning},
  author={Thibaud Senechal and Vincent Rapp and Hanan Salam and Renaud S{\'e}guier and Kevin Bailly and Lionel Prevost},
  journal={IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)},
  year={2012},
  volume={42},
  pages={993-1005}
}
This paper presents our response to the first international challenge on facial emotion recognition and analysis. We propose to combine different types of features to automatically detect action units (AUs) in facial images. We use one multikernel support vector machine (SVM) for each AU we want to detect. The first kernel matrix is computed using local Gabor binary pattern histograms and a histogram intersection kernel. The second kernel matrix is computed from active appearance model… CONTINUE READING
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Face and Gesture 2011 • 2011
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