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- short-paperJune 2019
Task classification model for visual fixation, exploration, and search
ETRA '19: Proceedings of the 11th ACM Symposium on Eye Tracking Research & ApplicationsJune 2019, Article No.: 65, Pages 1–4https://doi.org/10.1145/3314111.3323073Yarbus' claim to decode the observer's task from eye movements has received mixed reactions. In this paper, we have supported the hypothesis that it is possible to decode the task. We conducted an exploratory analysis on the dataset by projecting ...
- short-paperJune 2019
Improving real-time CNN-based pupil detection through domain-specific data augmentation
ETRA '19: Proceedings of the 11th ACM Symposium on Eye Tracking Research & ApplicationsJune 2019, Article No.: 40, Pages 1–6https://doi.org/10.1145/3314111.3319914Deep learning is a promising technique for real-world pupil detection. However, the small amount of available accurately-annotated data poses a challenge when training such networks. Here, we utilize non-challenging eye videos where algorithmic ...