Recognising Egocentric Activities from Gaze Regions with Multiple-Voting Bag of Words

@inproceedings{Hipiny2012RecognisingEA,
  title={Recognising Egocentric Activities from Gaze Regions with Multiple-Voting Bag of Words},
  author={Irwandi Hipni Mohamad Hipiny},
  year={2012}
}
We present a system that aims to recognize activities from an egocentric perspective where the prime source of information are gradient regions around the wearer’s gaze fixations. Inspired by evidence from Vision research on the analysis of gaze patterns of people doing manual tasks, we assess how well an existing real-time method for region description performs on a dataset of about 200 video sequences recorded from a wearable gaze tracker. We evaluate the use of the traditional bag of words… CONTINUE READING

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