DGaze: CNN-Based Gaze Prediction in Dynamic Scenes

IEEE Transactions on Visualization and Computer Graphics, pp. 1902-1911, 2020.

Cited by: 1|Bibtex|Views66|DOI:https://doi.org/10.1109/TVCG.2020.2973473
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Other Links: pubmed.ncbi.nlm.nih.gov|academic.microsoft.com|dblp.uni-trier.de

Abstract:

We conduct novel analyses of users' gaze behaviors in dynamic virtual scenes and, based on our analyses, we present a novel CNN-based model called DGaze for gaze prediction in HMD-based applications. We first collect 43 users' eye tracking data in 5 dynamic scenes under free-viewing conditions. Next, we perform statistical analysi...More

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