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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Shouliang Qi

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Open access Sep 2026

Unlocking the head: unleashing deep learning and depth camera for free head movement gaze estimation

Gaze estimation has applications such as visual attention analysis and human-computer interaction. However, performance under free head movement conditions can be further enhanced. This study aims to improve the accuracy and robustness of appearance-based gaze estimation without head fixation. We develop a gaze-trackin...

Zi-Hao Wang, Jiang-Tao Wang, Anna Ching Mei Ng et al. · 0 citations

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