Concepedia

Multi-modal Fall Detection

Multi-Modal Fall Detection is a fall detection framework that integrates data from multiple heterogeneous sensing modalities—such as inertial, visual, audio, or environmental sensors—to improve the accuracy and robustness of fall identification by leveraging complementary information across modalities.

18

Publications

1K

Citations

66

Authors

34

Institutions

Publications per year

2017–2026

10

Parents

Publications

18

UP-Fall Detection Dataset: A Multimodal Approach

Lourdes Martínez-Villaseñor, Hiram Pönce, Jorge Brieva et al. · Sensors · 2019 · 386 citations · Full text

, , +15

A multimodal approach using deep learning for fall detection

Yves M. Galvão, Janderson Ferreira, Vinícius A. Albuquerque et al. · Expert Systems with Applications · 2020 · 105 citations

, , +16

A multi-modal approach for activity classification and fall detection

José Carlos Castillo, Davide Carneiro, Juan Serrano-Cuerda et al. · International Journal of Systems Science · 2013 · 67 citations · Full text

, , +16

RGBD-camera based get-up event detection for hospital fall prevention

Bingbing Ni, Chi Dat Nguyen, Pierre Moulin · 2012 · 64 citations

, , +17

Accelerometer-Based Fall Detection Using Machine Learning: Training and Testing on Real-World Falls

Luca Palmerini, Jochen Klenk, Clemens Becker et al. · Sensors · 2020 · 64 citations · Full text

, , +14

1–5 of 18

Authors

66

  1. TT
    Thanh-Hai Tran

    Hanoi University of Science and Technology, Vietnam

    2 publications · 98 citations

    2

    h-index

  2. YE
    Yunus Emre Kara

    Boğaziçi University, Türkiye

    2 publications · 25 citations

    2

    h-index

  3. VH
    Van-Nam Hoang

    Hanoi University of Science and Technology, Vietnam

    2 publications · 98 citations

    2

    h-index

  4. HA
    Hande Alemdar

    Boğaziçi University, Türkiye

    2 publications · 25 citations

    2

    h-index

  5. CE
    Cem Ersoy

    Boğaziçi University, Türkiye

    2 publications · 25 citations

    2

    h-index

1–5 of 66

Institutions

34

  1. Hanoi University of Science and Technology

    Hanoi, Vietnam

    2 h-index

    9 publications

    441 citations

  2. Boğaziçi University

    Istanbul, Türkiye

    2 h-index

    14 publications

    175 citations

  3. Villanova University

    Radnor, United States

    1 h-index

    1 publications

    57 citations

  4. Marconi University

    Rome, Italy

    1 h-index

    2 publications

    128 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    1 h-index

    1 publications

    64 citations

  6. Université de Versailles Saint-Quentin-en-Yvelines

    Versailles, France

    1 h-index

    1 publications

    12 citations

  7. Vietnam Posts and Telecommunications Group (Vietnam)

    Ho Chi Minh City, Vietnam

    1 h-index

    2 publications

    98 citations

  8. National Centre of Scientific Research "Demokritos"

    Athens, Greece

    1 h-index

    3 publications

    36 citations

1–8 of 34

Venues

  1. Sensors

    2 publications · 450 citations

    2

    h-index

  2. 1

    h-index

  3. HAL (Le Centre pour la Communication Scientifique Directe)

    Repository · 1 publications · 24 citations

    1

    h-index

  4. Procedia Computer Science

    1 publications · 12 citations

    1

    h-index

  5. International Journal of Systems Science

    1 publications · 67 citations

    1

    h-index

1–5