DGaze: CNN-Based Gaze Prediction in Dynamic Scenes.

Zhiming Hu,Sheng Li,Congyi Zhang,Kangrui Yi,Guoping Wang,Dinesh Manocha

IEEE Transactions on Visualization and Computer Graphics（2020）

引用 60|浏览162

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摘要

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 analysis of our data and observe that dynamic object positions, head rotati...

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关键词

Predictive models,Gaze tracking,Solid modeling,Head,Analytical models,Data models,Rendering (computer graphics)

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