淡江大學機構典藏:Item 987654321/124797
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    题名: Cooperative Fall Detection with Multiple Cameras
    作者: Hou, Jian-chiuan;Xu, Wei-ming;Chu, Yu-cheng;Hu, Chih-lin;Chen, Ying-hong;Chen, Shi;Hui, lin
    关键词: Decision making;Information sharing;Reinforcement learning;Cameras;Sensors;Fall detection;Consumer electronics
    日期: 2022-09
    上传时间: 2023-12-06 12:06:14 (UTC+8)
    出版者: IEEE
    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.
    DOI: 10.1109/ICCE-Taiwan55306.2022.9869279
    显示于类别:[資訊工程學系暨研究所] 會議論文

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