Predicting an observer's task using multi-fixation pattern analysis

@inproceedings{Kanan2014PredictingAO,
  title={Predicting an observer's task using multi-fixation pattern analysis},
  author={Christopher Kanan and Nicholas A. Ray and Dina N. F. Bseiso and Janet Hui-wen Hsiao and Garrison W. Cottrell},
  booktitle={ETRA},
  year={2014}
}
Since Yarbus's seminal work in 1965, vision scientists have argued that people's eye movement patterns differ depending upon their task. This suggests that we may be able to infer a person's task (or mental state) from their eye movements alone. Recently, this was attempted by Greene et al. [2012] in a Yarbus-like replication study; however, they were unable to successfully predict the task given to their observer. We reanalyze their data, and show that by using more powerful algorithms it is… CONTINUE READING
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