會議論文
| 學年 | 110 |
|---|---|
| 學期 | 2 |
| 發表日期 | 2022-07-06 |
| 作品名稱 | Cooperative Fall Detection with Multiple Cameras |
| 作品名稱（其他語言） | |
| 著者 | Hou, Jian-chiuan; Xu, Wei-ming; Chu, Yu-cheng; Hu, Chih-lin; Chen, Ying-hong; Chen, Shi; Hui, lin |
| 作品所屬單位 | |
| 出版者 | |
| 會議名稱 | 2022 IEEE International Conference on Consumer Electronics - Taiwan |
| 會議地點 | Taipei, Taiwan |
| 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. |
| 關鍵字 | Decision making;Information sharing;Reinforcement learning;Cameras;Sensors;Fall detection;Consumer electronics |
| 語言 | en |
| 收錄於 | |
| 會議性質 | 國內 |
| 校內研討會地點 | 無 |
| 研討會時間 | 20220706~20220708 |
| 通訊作者 | |
| 國別 | TWN |
| 公開徵稿 | |
| 出版型式 | |
| 出處 | |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/124797 ) |