GazeFS: Target-Centered Gaze-Trajectory Forecasting and Stabilization from Gaze-Head History
Target-centered gaze interaction requires more than suppressing frame-to-frame fluctuations: target acquisition produces task-aligned changes in gaze-head dynamics, while a gaze trace may retain a persistent target-relative residual direction. We formulate gaze correction as online target-centered gaze-trajectory forecasting and stabilization and introduce GazeFS, which maps a variable-length gaze-head history to the next target-center direction and a short-horizon Search/Focus estimate without target information at inference. Across 7,960 acquisition episodes from 30 participants, Search-Focus differences remain stable under quality control, onset exclusion, and duration matching. Histor...
| Authors | Yaozheng Xia, Zaiping Zhu, Bo Pang et al. |
|---|---|
| Primary category | cs.HC |
| Published | 3 September 2026 |
| Last updated at source | 3 September 2026 |
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