A review of multimodal human activity recognition with special emphasis on classification, applications, challenges and future directions

SK Yadav, K Tiwari, HM Pandey, SA Akbar - Knowledge-Based Systems, 2021 - Elsevier
Human activity recognition (HAR) is one of the most important and challenging problems in
the computer vision. It has critical application in wide variety of tasks including gaming …

Wearables and the Internet of Things (IoT), applications, opportunities, and challenges: A Survey

FJ Dian, R Vahidnia, A Rahmati - IEEE access, 2020 - ieeexplore.ieee.org
Smart wearables collect and analyze data, and in some scenarios make a smart decision
and provide a response to the user and are finding more and more applications in our daily …

Wearable sensors for real-time kinematics analysis in sports: A review

M Rana, V Mittal - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Wearable Inertial sensors have revolutionised the way kinematics analysis is performed in
sports. This paper aims to present a comprehensive review of the literature related to the use …

Domain-specific physical activity and mental health: a meta-analysis

RL White, MJ Babic, PD Parker, DR Lubans… - American journal of …, 2017 - Elsevier
Context The mental health benefits of physical activity are well established. However, less is
known about whether the relationship between physical activity and mental health is …

Data fusion and multiple classifier systems for human activity detection and health monitoring: Review and open research directions

HF Nweke, YW Teh, G Mujtaba, MA Al-Garadi - Information Fusion, 2019 - Elsevier
Activity detection and classification using different sensor modalities have emerged as
revolutionary technology for real-time and autonomous monitoring in behaviour analysis …

A systematic literature review of reviews on techniques for physical activity measurement in adults: a DEDIPAC study

KP Dowd, R Szeklicki, MA Minetto, MH Murphy… - International Journal of …, 2018 - Springer
The links between increased participation in Physical Activity (PA) and improvements in
health are well established. As this body of evidence has grown, so too has the search for …

Advanced internet of things for personalised healthcare systems: A survey

J Qi, P Yang, G Min, O Amft, F Dong, L Xu - Pervasive and mobile …, 2017 - Elsevier
As a new revolution of the Internet, Internet of Things (IoT) is rapidly gaining ground as a
new research topic in many academic and industrial disciplines, especially in healthcare …

[HTML][HTML] Physical human activity recognition using wearable sensors

F Attal, S Mohammed, M Dedabrishvili, F Chamroukhi… - Sensors, 2015 - mdpi.com
This paper presents a review of different classification techniques used to recognize human
activities from wearable inertial sensor data. Three inertial sensor units were used in this …

Wearable sensors for human activity monitoring: A review

SC Mukhopadhyay - IEEE sensors journal, 2014 - ieeexplore.ieee.org
An increase in world population along with a significant aging portion is forcing rapid rises in
healthcare costs. The healthcare system is going through a transformation in which …

A deep learning approach to on-node sensor data analytics for mobile or wearable devices

D Ravi, C Wong, B Lo, GZ Yang - IEEE journal of biomedical …, 2016 - ieeexplore.ieee.org
The increasing popularity of wearable devices in recent years means that a diverse range of
physiological and functional data can now be captured continuously for applications in …