Research of Fall Detection and Fall Prevention Technologies: A Review [PDF]
SensorsFalls represent a significant global public health issue, particularly among adults over the age of 60. This comprehensive review aims to provide an in-depth examination of current fall detection and prevention technologies.
Dan Hrubý, Eva Hrubá, Martin Černý
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The Methods of Fall Detection: A Literature Review
Sensors, 2023 Fall Detection Systems (FDS) are automated systems designed to detect falls experienced by older adults or individuals. Early or real-time detection of falls may reduce the risk of major problems.
Nishat Tasnim Newaz, Eisuke Hanada
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Latest Research Trends in Fall Detection and Prevention Using Machine Learning: A Systematic Review
Sensors, 2021 Falls are unusual actions that cause a significant health risk among older people. The growing percentage of people of old age requires urgent development of fall detection and prevention systems.
Sara Usmani +4 more
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Enhancing Real-World Fall Detection Using Commodity Devices: A Systematic Study [PDF]
SensorsThe widespread adoption of smartphones and smartwatches has enabled non-intrusive fall detection through built-in sensors and on-device computation. While these devices are widely used by older adults, existing systems still struggle to accurately detect
Awatif Yasmin +4 more
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Novel Hierarchical Fall Detection Algorithm Using a Multiphase Fall Model
Sensors, 2017 Falls are the primary cause of accidents for the elderly in the living environment. Reducing hazards in the living environment and performing exercises for training balance and muscles are the common strategies for fall prevention.
Chia-Yeh Hsieh +4 more
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FallVision: A benchmark video dataset for fall detectionDataverse [PDF]
Data in BriefThis article presents a comprehensive video dataset curated specifically for fall detection research, comprising categorized fall and no-fall videos.
Nakiba Nuren Rahman +6 more
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Smartphone-Based Solutions for Fall Detection and Prevention: Challenges and Open Issues
Sensors, 2014 This paper presents a state-of-the-art survey of smartphone (SP)-based solutions for fall detection and prevention. Falls are considered as major health hazards for both the elderly and people with neurodegenerative diseases.
Mohammad Ashfak Habib +5 more
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Fall Detection Method Integrating Multi-Feature and Semantic Graph Convolution Network [PDF]
Jisuanji gongcheng, 2023 Falls have a serious impact on the lives and health of elderly people.Fall detection can reduce the risk of elderly people falling again，thereby ensuring their ability to live and improving their quality of life.Currently，vision-based fall detection ...
CHEN Wenxuan, ZENG Bi, GUO Zhixing
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Fall Detection in Elderly Care System Based on Group of Pictures
Vietnam Journal of Computer Science, 2021 Fall detection is a serious problem in elder people. Constant inspection is important for this fall identification. Currently, numerous methods associated with fall detection are a significant area of research for safety purposes and for the healthcare ...
S. Sowmyayani, V. Murugan, J. Kavitha
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Comprehensive Review of Vision-Based Fall Detection Systems
Sensors, 2021 Vision-based fall detection systems have experienced fast development over the last years. To determine the course of its evolution and help new researchers, the main audience of this paper, a comprehensive revision of all published articles in the main ...
Jesús Gutiérrez +2 more
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