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title={Vision-Based Human Fall Detection Systems Using Deep Learning: A Review},
author={Alam, Ekram and Sufian, Abu and Dutta, Paramartha and Leo, Marco},
journal={Computers in Biology and Medicine},
volume={146},
pages={105626},
year={2022}
}
@article{urfd,
title={Human Fall Detection on Embedded Platform Using Depth Maps and Wireless Accelerometer},
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journal={Computer Methods and Programs in Biomedicine},
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number={3},
pages={489--501},
year={2014}
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@inproceedings{mcfd,
title={Fall Detection Using Body Geometry and Human Motion Analysis},
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booktitle={International Conference on Aging, Disability and Independence},
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@inproceedings{yan2018stgcn,
title={Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition},
author={Yan, Sijie and Xiong, Yuanjun and Lin, Dahua},
booktitle={AAAI Conference on Artificial Intelligence},
year={2018}
}
@inproceedings{shi2019agcn,
title={Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition},
author={Shi, Lei and Zhang, Yifan and Cheng, Jian and Lu, Hanqing},
booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition},
year={2019}
}
@inproceedings{chen2021ctrgcn,
title={Channel-Wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition},
author={Chen, Yuxin and Zhang, Ziqi and Yuan, Chunfeng and Li, Bing and Deng, Ying and Hu, Weiming},
booktitle={IEEE/CVF International Conference on Computer Vision},
year={2021}
}
@inproceedings{duan2022posec3d,
title={Revisiting Skeleton-Based Action Recognition},
author={Duan, Haodong and Zhao, Yue and Chen, Kai and Shao, Dahua and Lin, Dahua and Dai, Bo},
booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition},
year={2022}
}
@article{yu2025tcnte,
title={A Real-Time Skeleton-Based Fall Detection Algorithm Based on Temporal Convolutional Networks and Transformer Encoder},
author={Yu, Xiaoqun and Wang, Chenfeng and Wu, Wenyu and Xiong, Shuping},
journal={Pervasive and Mobile Computing},
volume={102},
pages={102016},
year={2025}
}
@misc{yolov8,
title={Ultralytics YOLOv8},
author={{Ultralytics}},
year={2023},
howpublished={\url{https://github.com/ultralytics/ultralytics}}
}
@inproceedings{lin2017focal,
title={Focal Loss for Dense Object Detection},
author={Lin, Tsung-Yi and Goyal, Priya and Girshick, Ross and He, Kaiming and Dollar, Piotr},
booktitle={IEEE International Conference on Computer Vision},
pages={2980--2988},
year={2017}
}
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