LastAct: Trajectory-Guided Latest-Activity Localization for Real-Time Smart-Home Activity Recognition 事件

LastAct: Trajectory-Guided Latest-Activity Localization for Real-Time Smart-Home Activity Recognition arXiv:2606.00260v1 Announce Type: new Abstract: Human Activity Recognition (HAR) from ambient sensors enables smart-home applications such as health monitoring and assisted living. In realistic deployments, however, sensor events arrive as a continuous stream and activity boundaries are unknown. Sliding-window inference therefore produces many windows that straddle transitions and contain mixed