Lending A Hand: Detecting Hands and Recognizing Activities in Complex Egocentric Interactions

@article{Bambach2015LendingAH,
  title={Lending A Hand: Detecting Hands and Recognizing Activities in Complex Egocentric Interactions},
  author={Sven Bambach and Stefan Lee and David J. Crandall and Chen Yu},
  journal={2015 IEEE International Conference on Computer Vision (ICCV)},
  year={2015},
  pages={1949-1957}
}
Hands appear very often in egocentric video, and their appearance and pose give important cues about what people are doing and what they are paying attention to. But existing work in hand detection has made strong assumptions that work well in only simple scenarios, such as with limited interaction with other people or in lab settings. We develop methods to locate and distinguish between hands in egocentric video using strong appearance models with Convolutional Neural Networks, and introduce a… CONTINUE READING
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