Including temporal information into prediction of gaze direction by webcam data
Including temporal information into prediction of gaze direction by webcam data is a scholarly work, published in 2018 in ''Journal of Vision''. The main subjects of the publication include diabetic retinopathy, eye movement, convolutional neural network, tracking, artificial intelligence, computer science, gaze, computer vision, eye tracking, process, and preprocessor. The authors retrained the CNN on the authors' dataset, which preserves temporal information and contains 19 hours of simultaneous recording of a webcam and eye-tracking data of 32 users performing everyday tasks, such as web browsing, video watching, reading, etc.