AI RESEARCH
Motion Focus Recognition in Fast-Moving Egocentric Video
arXiv CS.CV
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ArXi:2601.07154v3 Announce Type: replace From Vision-Language-Action (VLA) systems to robotics, existing egocentric datasets primarily focus on action recognition tasks, while largely overlooking the inherent role of motion analysis in sports and other fast-movement scenarios. To bridge this gap, we propose a real-time motion focus recognition method that estimates the subject's locomotion intention from any egocentric video. We leverage the foundation model for camera pose estimation and