AI RESEARCH
GazeOnce360: Fisheye-Based 360{\deg} Multi-Person Gaze Estimation with Global-Local Feature Fusion
arXiv CS.CV
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ArXi:2603.17161v1 Announce Type: new We present GazeOnce360, a novel end-to-end model for multi-person gaze estimation from a single tabletop-mounted upward-facing fisheye camera. Unlike conventional approaches that rely on forward-facing cameras in constrained viewpoints, we address the underexplored setting of estimating the 3D gaze direction of multiple people distributed across a 360{\deg} scene from an upward fisheye perspective. To research in this setting, we