A review of multimodal human activity recognition with special emphasis on classification, applications, challenges and future directions
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 …
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
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 …
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
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 …
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
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 …
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
Activity detection and classification using different sensor modalities have emerged as
revolutionary technology for real-time and autonomous monitoring in behaviour analysis …
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
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 …
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
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 …
new research topic in many academic and industrial disciplines, especially in healthcare …
[HTML][HTML] Physical human activity recognition using wearable sensors
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 …
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 …
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
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 …
physiological and functional data can now be captured continuously for applications in …