Fall Detection

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  1. A new design of a fall detection system integrating landmark identification and deep learning techniques

    Oct 5, 2026Tri Nhut Do, Thi Thuy LeFall DetectionHuman Activity Recognition

    University of Information Technology, Vietnam National University in Ho Chi Minh City, Quarter 34, Linh Xuan Ward, Ho Chi Minh City, Vietnam · Thu Dau Mot University, 6 Tran Van On Street, Phu Loi Ward, Ho Chi Minh City, Vietnam

  2. Beyond Simulated Benchmarks: Evaluating Motion Representations for Fall Detection Under Real-World Data Scarcity

    Aug 13, 2026Timilehin B. Aderinola, Ilaria D'Ascanio, Luca Palmerini +5Fall DetectionRepresentation Learning

    School of Computer Science, University College Dublin (UCD), Ireland · Department of Electrical, Electronic and Information Engineering “Guglielmo Marconi”, University of Bologna, Italy · Department of Clinical Gerontology, Robert Bosch Hospital, Stuttgart, Germany +2

  3. FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model

    Jul 28, 2026Tresor Y. Koffi, Youssef Mourchid, Yohan DupuisFall DetectionHypergraph Neural Networks

    CESI, CESI LINEACT, France

  4. Impact Detection in Fall Events: Leveraging Spatio-Temporal Graph Convolutional Networks and Recurrent Neural Networks Using 3D Skeletons Data

    Jul 28, 2026Tresor Y. Koffi, Youssef Mourchid, Mohammed Hindawi +1Fall Detection

    CESI, CESI LINEACT, Dijon, France. · ED 432, ENSAM, Paris, France. · CESI, CESI LINEACT, Lyon, France. +1

  5. Real-time fall detection based on vision for low-power edge platforms

    Jul 14, 2026Wenjun Xia, Zhicheng Peng, Haopeng Li +1Fall DetectionPhysics-Informed ML

    Jiangsu University, Zhenjiang, China

  6. From General Actions to Domain-Specific Monitoring: Prior-Adaptive Transfer for Skeleton-Based Action Recognition

    Jul 3, 2026Hao Wang, Di Yang, Jiangtao WangSkeleton-Based Action RecognitionDataset Pruning

    University of Science and Technology of China

  7. Stereo Vision-Based Fall Prediction and Detection using Human Pose Estimation on the AMD Kria K26 SOM

    Jun 10, 2026Shreyas Narasimhiah Ramesh, P. D. Rathika, Mahasweta Sarkar +3Fall DetectionOn-Device Inference

    Electrical and Computer Engineering, San Diego State University, 5500 Campanile Drive, San Diego, 92182-1309, California, USA · Department of Robotics and Automation Engineering, PSG College of Technology, Peelamedu, Coimbatore, 641004, Tamil Nadu, India · Psychology, San Diego State University, 5500 Campanile Drive, San Diego, 92182-4611, California, USA +1

  8. EM-Fall: Embodied mmWave Sensing for Day-and-Night Fall Detection on Humanoid Robots

    Jun 9, 2026Yanshuo Lu, Yuxuan Hu, Shenghai Yuan +5Fall DetectionmmWave Radar Sensing

    MARS Lab · NTU · IOT Lab

  9. You Don't Need Attention: Gated Convolutional Modeling for Watch-Based Fall Detection

    May 19, 2026Sana Alamgeer, Ronish Kumar, Awatif Yasmin +2Fall DetectionWearable Sensing

    1Texas State University, San Marcos, USA

  10. Integrating Anomaly Detection into Agentic AI for Proactive Risk Management in Human Activity

    Apr 21, 2026Farbod Zorriassatine, Ahmad LotfiFall DetectionAI Risk Management

    Department of Computer Science · Nottingham Trent University · Nottingham, UK

  11. OmniFall: From Staged Through Synthetic to Wild, A Unified Multi-Domain Dataset for Robust Fall Detection

    May 26, 2025David Schneider, Zdravko Marinov, Moritz Mistol +6Synthetic-to-Real Domain AdaptationFall Detection

    Karlsruhe Institute of Technology · Mercedes-Benz Tech Innovation

  12. Pose-Based Fall Detection System: Efficient Monitoring on Standard CPUs

    Mar 25, 2025Vinayak Mali, Saurabh JaiswalFall DetectionHuman Activity Recognition

    Department of Artificial Intelligence Indian Institue of Technology Kharagpur

  13. SAFER-Activities: A Dataset for Smart Assessment of Fall Events and Routine Activities

    Date pendingDiwas Lamsal, Pramod Wickramatilake, Jednipat Moonrinta +2Skeleton-Based Action RecognitionFall Detection

    KU Leuven, Leuven 3000, Belgium · Asian Institute of Technology, Khlong Luang, Pathum Thani 12120, Thailand