Crowdsourced data collection of facial responses

@inproceedings{McDuff2011CrowdsourcedDC,
  title={Crowdsourced data collection of facial responses},
  author={Daniel J. McDuff and Rana El Kaliouby and Rosalind W. Picard},
  booktitle={ICMI},
  year={2011}
}
In the past, collecting data to train facial expression and affect recognition systems has been time consuming and often led to data that do not include spontaneous expressions. We present the first crowdsourced data collection of dynamic, natural and spontaneous facial responses as viewers watch media online. This system allowed a corpus of 3,268 videos to be collected in under two months. We characterize the data in terms of viewer demographics, position, scale, pose and movement of the… CONTINUE READING
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