Cooperative Fall Detection with Multiple Cameras
International Conference on Consumer Electronics-Taiwan (ICCE-TW)(2022)
摘要
We propose a fall detection mechanism based on multi-camera cooperation in home space. Cameras capture image-based falling events, and self-organize a group using deep reinforcement learning. Neighbor cameras exchange sensing data and statuses in local network proximity. With information sharing in a group, cameras can improve the accuracy of decision making on falling events and cope with the limited fields of view against physical deployment of cameras in residential areas.
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关键词
Fall detection,image recognition,cooperative computing,health care,smart home
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