An efficient algorithm for pedestrian fall detection in various image degradation scenarios based on YOLOv8n

Abstract With the growing elderly population, especially in urban areas, pedestrian fall detection for the elderly has become a critical global concern. Existing pedestrian fall detection systems often suffer from low accuracy and poor performance under challenging conditions such as rain, snow, nig...

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Bibliographic Details
Main Authors: Jianhui Xun, Xuefeng Wang, Xiufang Wang, Xiaoliang Fan, Peishuai Yang, Zhifei Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-93667-1
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