Hand segmentation for gesture recognition in EGO-vision

@inproceedings{Serra2013HandSF,
  title={Hand segmentation for gesture recognition in EGO-vision},
  author={Giuseppe Serra and Marco Camurri and Lorenzo Baraldi and Michela Benedetti and Rita Cucchiara},
  booktitle={IMMPD@ACM Multimedia},
  year={2013}
}
Portable devices for first-person camera views will play a central role in future interactive systems. One necessary step for feasible human-computer guided activities is gesture recognition, preceded by a reliable hand segmentation from egocentric vision. In this work we provide a novel hand segmentation algorithm based on Random Forest superpixel classification that integrates light, time and space consistency. We also propose a gesture recognition method based Exemplar SVMs since it requires… CONTINUE READING
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