Multiple feature fusion algorithm for human fall detection in intelligent monitor video

Yize Tang; Lanxin Qiu; Yiliang Wang; Zhi Ling; Hui Xiang; Chen He

doi:10.1117/12.2681184

27 June 2023 Multiple feature fusion algorithm for human fall detection in intelligent monitor video

Yize Tang, Lanxin Qiu, Yiliang Wang, Zhi Ling, Hui Xiang, Chen He

Proceedings Volume 12705, Fourteenth International Conference on Graphics and Image Processing (ICGIP 2022); 127051V (2023) https://doi.org/10.1117/12.2681184
Event: Fourteenth International Conference on Graphics and Image Processing (ICGIP 2022), 2022, Nanjing, China

Abstract

Human fall detection is main abnormal event in intelligent power distribution network monitor scenario. Due to diverse body postures and human actions before human fall, it is difficult to detect human fall action effectively. To solve this problem, we studied five human fall-related features and proposed multiple feature fusion algorithm to detect human fall action in intelligent monitor video. Experiment results and field test both demonstrated its effectiveness of the proposed algorithm.

Citation Download Citation

Yize Tang, Lanxin Qiu, Yiliang Wang, Zhi Ling, Hui Xiang, and Chen He "Multiple feature fusion algorithm for human fall detection in intelligent monitor video", Proc. SPIE 12705, Fourteenth International Conference on Graphics and Image Processing (ICGIP 2022), 127051V (27 June 2023); https://doi.org/10.1117/12.2681184

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