Multi-user activity recognition: Challenges and opportunities
Human activity recognition has attracted enormous research interest thanks to its
fundamental importance in several domains spanning from health-care to security, safety …
fundamental importance in several domains spanning from health-care to security, safety …
Privacy-preserving collaborative deep learning with application to human activity recognition
The proliferation of wearable devices has contributed to the emergence of mobile
crowdsensing, which leverages the power of the crowd to collect and report data to a third …
crowdsensing, which leverages the power of the crowd to collect and report data to a third …
[HTML][HTML] Long-term activity recognition from wristwatch accelerometer data
With the development of wearable devices that have several embedded sensors, it is
possible to collect data that can be analyzed in order to understand the user's needs and …
possible to collect data that can be analyzed in order to understand the user's needs and …
[HTML][HTML] Multi-subject human activities: A survey of recognition and evaluation methods based on a formal framework
Abstract Human Activity Recognition (HAR) in smart environments is a well-explored
research domain, given its diverse applications which include healthcare, surveillance …
research domain, given its diverse applications which include healthcare, surveillance …
A WiFi-based method for recognizing fine-grained multiple-subject human activities
Device-free human activity recognition (HAR) has gained attention in recent years. While
much has been done in coarse-grained HAR, the recognition of fine-grained human …
much has been done in coarse-grained HAR, the recognition of fine-grained human …
A framework for group activity detection and recognition using smartphone sensors and beacons
Understanding occupant activities in a building is essential for building management
systems to provide occupants with comfort and intelligent indoor environment. However …
systems to provide occupants with comfort and intelligent indoor environment. However …
Activity-aware energy-efficient automation of smart buildings
This paper introduces the idea of activity-aware cyber-physical systems (CPS). Activity-
aware systems allow smart city services to adapt to the needs of individual residents by …
aware systems allow smart city services to adapt to the needs of individual residents by …
Blink as you sync: Uncovering eye and nod synchrony in conversation using wearable sensing
We tend to synchronize our movements to the person we are talking to during face-to-face
conversation. Higher interpersonal synchrony is linked to greater empathy and more …
conversation. Higher interpersonal synchrony is linked to greater empathy and more …
Group activity recognition using belief propagation for wearable devices
Humans are social beings and spend most of their time in groups. Group behavior is
emergent, generated by members' personal characteristics and their interactions. It is …
emergent, generated by members' personal characteristics and their interactions. It is …
The contribution of human body capacitance/body-area electric field to individual and collaborative activity recognition
The current dominated wearable body motion sensor is IMU. This work presented an
alternative wearable motion-sensing approach: human body capacitance (HBC, also …
alternative wearable motion-sensing approach: human body capacitance (HBC, also …