Human activity recognition using tools of convolutional neural networks: A state of the art review, data sets, challenges, and future prospects
Abstract Human Activity Recognition (HAR) plays a significant role in the everyday life of
people because of its ability to learn extensive high-level information about human activity …
people because of its ability to learn extensive high-level information about human activity …
A survey of human activity recognition in smart homes based on IoT sensors algorithms: Taxonomies, challenges, and opportunities with deep learning
Recent advances in Internet of Things (IoT) technologies and the reduction in the cost of
sensors have encouraged the development of smart environments, such as smart homes …
sensors have encouraged the development of smart environments, such as smart homes …
Human activity recognition based on multienvironment sensor data
With the development of artificial intelligence and the broad application of sensors, human
activity recognition (HAR) technologies based on noninvasive environmental sensors have …
activity recognition (HAR) technologies based on noninvasive environmental sensors have …
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 …
Recognizing detailed human context in the wild from smartphones and smartwatches
The ability to automatically recognize a person's behavioral context can contribute to health
monitoring, aging care, and many other domains. Validating context recognition in the wild is …
monitoring, aging care, and many other domains. Validating context recognition in the wild is …
The elderly's independent living in smart homes: A characterization of activities and sensing infrastructure survey to facilitate services development
Q Ni, AB Garcia Hernando, IP De la Cruz - Sensors, 2015 - mdpi.com
Human activity detection within smart homes is one of the basis of unobtrusive wellness
monitoring of a rapidly aging population in developed countries. Most works in this area use …
monitoring of a rapidly aging population in developed countries. Most works in this area use …
A depth video sensor-based life-logging human activity recognition system for elderly care in smart indoor environments
Recent advancements in depth video sensors technologies have made human activity
recognition (HAR) realizable for elderly monitoring applications. Although conventional HAR …
recognition (HAR) realizable for elderly monitoring applications. Although conventional HAR …
A context-aware approach for long-term behavioural change detection and abnormality prediction in ambient assisted living
This research aims to describe pattern recognition models for detecting behavioural and
health-related changes in a patient who is monitored continuously in an assisted living …
health-related changes in a patient who is monitored continuously in an assisted living …
Developing smart buildings to reduce indoor risks for safety and health of the elderly: A systematic and bibliometric analysis
As aging problem gets severe, more elderly people require better residences to support their
later lives. Considering complicated safety and health risks the elderly would encounter …
later lives. Considering complicated safety and health risks the elderly would encounter …
Dilated causal convolution with multi-head self attention for sensor human activity recognition
Abstract Systems of sensor human activity recognition are becoming increasingly popular in
diverse fields such as healthcare and security. Yet, developing such systems poses inherent …
diverse fields such as healthcare and security. Yet, developing such systems poses inherent …