Face Recognition from Face Motion Manifolds using Robust Kernel Resistor-Average Distance

@article{Arandjelovic2004FaceRF,
  title={Face Recognition from Face Motion Manifolds using Robust Kernel Resistor-Average Distance},
  author={Ognjen Arandjelovic and Roberto Cipolla},
  journal={2004 Conference on Computer Vision and Pattern Recognition Workshop},
  year={2004},
  pages={88-88}
}
In this work we consider face recognition from face motion manifolds. An information-theoretic approach with Resistor-Average Distance (RAD) as a dissimilarity measure between distributions of face images is proposed. We introduce a kernel-based algorithm that retains the simplicity of the closed-form expression for the RAD between two normal distributions, while allowing for modelling of complex, nonlinear manifolds. Additionally, it is shown how errors in the face registration process can be… CONTINUE READING
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