Multi-user activity recognition: Challenges and opportunities

Q Li, R Gravina, Y Li, SH Alsamhi, F Sun, G Fortino - Information Fusion, 2020 - Elsevier
Human activity recognition has attracted enormous research interest thanks to its
fundamental importance in several domains spanning from health-care to security, safety …

[HTML][HTML] Multi-sensor fusion for activity recognition—A survey

AA Aguileta, RF Brena, O Mayora, E Molino-Minero-Re… - Sensors, 2019 - mdpi.com
In Ambient Intelligence (AmI), the activity a user is engaged in is an essential part of the
context, so its recognition is of paramount importance for applications in areas like sports …

Sensing technology for human activity recognition: A comprehensive survey

B Fu, N Damer, F Kirchbuchner, A Kuijper - Ieee Access, 2020 - ieeexplore.ieee.org
Sensors are devices that quantify the physical aspects of the world around us. This ability is
important to gain knowledge about human activities. Human Activity recognition plays an …

Different approaches for human activity recognition: A survey

Z Hussain, M Sheng, WE Zhang - arXiv preprint arXiv:1906.05074, 2019 - arxiv.org
Human activity recognition has gained importance in recent years due to its applications in
various fields such as health, security and surveillance, entertainment, and intelligent …

Human activity recognition from multiple sensors data using multi-fusion representations and CNNs

FM Noori, M Riegler, MZ Uddin, J Torresen - ACM Transactions on …, 2020 - dl.acm.org
With the emerging interest in the ubiquitous sensing field, it has become possible to build
assistive technologies for persons during their daily life activities to provide personalized …

A review on applications of activity recognition systems with regard to performance and evaluation

S Ranasinghe, F Al Machot… - International Journal of …, 2016 - journals.sagepub.com
Activity recognition systems are a large field of research and development, currently with a
focus on advanced machine learning algorithms, innovations in the field of hardware …

Transfer learning for activity recognition: A survey

D Cook, KD Feuz, NC Krishnan - Knowledge and information systems, 2013 - Springer
Many intelligent systems that focus on the needs of a human require information about the
activities being performed by the human. At the core of this capability is activity recognition …

HuMAn: Complex activity recognition with multi-modal multi-positional body sensing

P Bharti, D De, S Chellappan… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Current state-of-the-art systems in the literature using wearables are not capable of
distinguishing a large number of fine-grained and/or complex human activities, which may …

A review and categorization of techniques on device-free human activity recognition

Z Hussain, QZ Sheng, WE Zhang - Journal of Network and Computer …, 2020 - Elsevier
Human activity recognition has gained importance in recent years due to its applications in
various fields such as health, security and surveillance, entertainment, and intelligent …

Challenges in sensor-based human activity recognition and a comparative analysis of benchmark datasets: A review

AD Antar, M Ahmed, MAR Ahad - 2019 Joint 8th International …, 2019 - ieeexplore.ieee.org
Human Activity Recognition using embedded sensors has lately made renowned
development and is drawing growing attention in numerous application domains including …