Machine Learning · Computer Science
An Efficient Machine Learning-based Elderly Fall Detection Algorithm
Faisal Hussain, Muhammad Basit Umair, Muhammad Ehatisham-ul-Haq, Ivan Miguel Pires +3
2019-11-28
Computer Vision and Pattern Recognition · Computer Science
Deep Learning for Computer Vision based Activity Recognition and Fall Detection of the Elderly: a Systematic Review
F. Xavier Gaya-Morey, Cristina Manresa-Yee, Jose M. Buades-Rubio
2024-09-04
Computer Vision and Pattern Recognition · Computer Science
Vision-based Human Fall Detection Systems using Deep Learning: A Review
Ekram Alam, Abu Sufian, Paramartha Dutta, Marco Leo
2022-07-25
Robotics · Computer Science
Risk-Aware Decision Making in Service Robots to Minimize Risk of Patient Falls in Hospitals
Roya Sabbagh Novin, Amir Yazdani, Andrew Merryweather, Tucker Hermans
2021-03-29
Computer Vision and Pattern Recognition · Computer Science
Privacy-Preserving Multi-Stage Fall Detection Framework with Semi-supervised Federated Learning and Robotic Vision Confirmation
Seyed Alireza Rahimi Azghadi, Truong-Thanh-Hung Nguyen, Helene Fournier, Monica Wachowicz +3
2025-07-15
Computer Vision and Pattern Recognition · Computer Science
ElderFallGuard: Real-Time IoT and Computer Vision-Based Fall Detection System for Elderly Safety
Tasrifur Riahi, Md. Azizul Hakim Bappy, Md. Mehedi Islam
2025-05-20
Robotics · Computer Science
Learning a Control Policy for Fall Prevention on an Assistive Walking Device
Visak C V Kumar, Sehoon Ha, Gergory Sawicki, C. Karen Liu
2019-09-24
Computer Vision and Pattern Recognition · Computer Science
Video-Based Inpatient Fall Risk Assessment: A Case Study
Ziqing Wang, Mohammad Ali Armin, Simon Denman, Lars Petersson +1
2024-03-06
Machine Learning · Computer Science
CareFall: Automatic Fall Detection through Wearable Devices and AI Methods
Juan Carlos Ruiz-Garcia, Ruben Tolosana, Ruben Vera-Rodriguez, Carlos Moro
2023-07-12
Machine Learning · Computer Science
Bed-Attached Vibration Sensor System: A Machine Learning Approach for Fall Detection in Nursing Homes
Thomas Bartz-Beielstein, Axel Wellendorf, Noah Pütz, Jens Brandt +5
2024-12-09
Signal Processing · Electrical Eng. & Systems
Real-time Fall Prevention system for the Next-generation of Workers
Nicholas Cartocci, Antonios E. Gkikakis, Darwin G. Caldwell, Jesús Ortiz
2025-06-02
Computer Vision and Pattern Recognition · Computer Science
Wearable Vision Detection of Environmental Fall Risks using Convolutional Neural Networks
Mina Nouredanesh, Andrew McCormick, Sunil L. Kukreja, James Tung
2016-11-03
Robotics · Computer Science
Using Unmanned Aerial Systems (UAS) for Assessing and Monitoring Fall Hazard Prevention Systems in High-rise Building Projects
Yimeng Li, Behzad Esmaeili, Masoud Gheisari, Jana Kosecka +1
2022-09-28
Robotics · Computer Science
Collaborative Fall Detection and Response using Wi-Fi Sensing and Mobile Companion Robot
Yunwang Chen, Yaozhong Kang, Ziqi Zhao, Yue Hong +2
2024-07-18
Computer Vision and Pattern Recognition · Computer Science
Human Fall Detection- Multimodality Approach
Xi Wang, Ramya Penta, Bhavya Sehgal, Dale Chen-Song
2023-02-02