Polar Sine Based Siamese Neural Network for Gesture Recognition

@inproceedings{Berlemont2016PolarSB,
  title={Polar Sine Based Siamese Neural Network for Gesture Recognition},
  author={Samuel Berlemont and Gr{\'e}goire Lefebvre and Stefan Duffner and Christophe Garcia},
  booktitle={ICANN},
  year={2016}
}
Our work focuses on metric learning between gesture sample signatures using Siamese Neural Networks (SNN), which aims at modeling semantic relations between classes to extract discriminative features. Our contribution is the notion of polar sine which enables a redefinition of the angular problem. Our final proposal improves inertial gesture classification… CONTINUE READING