Concepedia

Skeleton-based Fall Detection

Skeleton-Based Fall Detection is a fall detection method that utilizes human skeletal joint coordinates derived from depth or RGB video as the primary input, distinguishing itself from appearance-based or device-centric approaches by focusing exclusively on articulated body pose dynamics for identifying fall events.

49

Publications

2.3K

Citations

146

Authors

73

Institutions

Publications per year

2017–2026

40

Parents

Publications

49

Fall Detection Based on Body Part Tracking Using a Depth Camera

Zhen-Peng Bian, Junhui Hou, Lap‐Pui Chau et al. · IEEE Journal of Biomedical and Health Informatics · 2014 · 259 citations

, , +16

Fall Detection Based on Key Points of Human-Skeleton Using OpenPose

Weiming Chen, Zijie Jiang, Hailin Guo et al. · Symmetry · 2020 · 229 citations · Full text

, , +11

Fall Detection and Activity Recognition Using Human Skeleton Features

Heilym Ramirez, Sergio A. Velastín, Ignacio Meza et al. · IEEE Access · 2021 · 170 citations · Full text

, , +15

A Framework for Fall Detection Based on OpenPose Skeleton and LSTM/GRU Models

Chuan-Bi Lin, Ziqian Dong, Wei-Kai Kuan et al. · Applied Sciences · 2020 · 122 citations · Full text

, , +16

A Skeleton-Free Fall Detection System From Depth Images Using Random Decision Forest

Ahmed Abobakr, Mohammed Hossny, Saeid Nahavandi · IEEE Systems Journal · 2017 · 105 citations · Full text

, , +17

1–5 of 49

Authors

146

  1. WM
    Weidong Min

    Nanchang University, China

    3 publications · 121 citations

    3

    h-index

  2. NM
    Nadia Magnenat‐Thalmann

    University of Geneva, Switzerland

    2 publications · 285 citations

    2

    h-index

  3. GF
    Gonzalo Farías

    Universidad Nacional de Educación a Distancia, Spain

    2 publications · 183 citations

    2

    h-index

  4. RA
    Rami Alazrai

    German Jordanian University, Jordan

    2 publications · 62 citations

    2

    h-index

  5. AR
    Anitha Rani Inturi

    SRM University, Andhra Pradesh, India

    2 publications · 91 citations

    2

    h-index

1–5 of 146

Institutions

73

  1. Nanchang University

    Nanchang, China

    3 h-index

    12 publications

    495 citations

  2. Nanyang Technological University

    Singapore, Singapore

    2 h-index

    7 publications

    1.1K citations

  3. Kingston University

    London, United Kingdom

    2 h-index

    2 publications

    183 citations

  4. Pontificia Universidad Católica de Valparaíso

    Valparaíso, Chile

    2 h-index

    6 publications

    549 citations

  5. Xi'an Jiaotong University

    Xi'an, China

    2 h-index

    2 publications

    75 citations

  6. Northwestern Polytechnical University

    Xi'an, China

    2 h-index

    2 publications

    75 citations

  7. National Taiwan University of Science and Technology

    Taipei, Taiwan

    2 h-index

    6 publications

    186 citations

  8. Shaanxi Normal University

    Xi'an, China

    2 h-index

    2 publications

    75 citations

1–8 of 73

Venues

  1. IEEE Access

    4 publications · 284 citations

    4

    h-index

  2. Sensors

    4 publications · 82 citations

    4

    h-index

  3. Applied Sciences

    3 publications · 191 citations

    3

    h-index

  4. IET Image Processing

    1 publications · 19 citations

    1

    h-index

  5. 1

    h-index

1–5