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Review on human action recognition in smart living: Sensing technology, multimodality, real-time processing, interoperability, and resource-constrained processing
Smart living, a concept that has gained increasing attention in recent years, revolves around
integrating advanced technologies in homes and cities to enhance the quality of life for …
integrating advanced technologies in homes and cities to enhance the quality of life for …
Large language models are zero-shot recognizers for activities of daily living
The sensor-based recognition of Activities of Daily Living (ADLs) in smart home
environments enables several applications in the areas of energy management, safety, well …
environments enables several applications in the areas of energy management, safety, well …
[HTML][HTML] SDHAR-HOME: A sensor dataset for human activity recognition at home
Nowadays, one of the most important objectives in health research is the improvement of the
living conditions and well-being of the elderly, especially those who live alone. These …
living conditions and well-being of the elderly, especially those who live alone. These …
[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 survey on multi-resident activity recognition in smart environments
Human activity recognition (HAR) is a rapidly growing field that utilizes smart devices,
sensors, and algorithms to automatically classify and identify the actions of individuals within …
sensors, and algorithms to automatically classify and identify the actions of individuals within …
A Survey of IMU Based Cross-Modal Transfer Learning in Human Activity Recognition
Despite living in a multi-sensory world, most AI models are limited to textual and visual
understanding of human motion and behavior. In fact, full situational awareness of human …
understanding of human motion and behavior. In fact, full situational awareness of human …
Improvement in Multi-resident Activity Recognition System in a Smart Home Using Activity Clustering
Abstract Human Activity Recognition (HAR) integrates ambient assisted living (AAL), leading
to smart home automation for monitoring activities, healthcare, fall detection, etc. Various …
to smart home automation for monitoring activities, healthcare, fall detection, etc. Various …
MICAR: multi-inhabitant context-aware activity recognition in home environments
The sensor-based recognition of Activities of Daily Living (ADLs) in smart-home
environments enables several important applications, including the continuous monitoring of …
environments enables several important applications, including the continuous monitoring of …
An intelligent edge-deployable indoor air quality monitoring and activity recognition approach
The surveillance of indoor air quality is paramount for ensuring environmental safety, a task
made increasingly viable due to advancements in technology and the application of artificial …
made increasingly viable due to advancements in technology and the application of artificial …
Explaining Human Activities Instances Using Deep Learning Classifiers
The recognition of human activities in sensorized smart-home environments enables a wide
variety of healthcare applications, including the detection of early symptoms of cognitive …
variety of healthcare applications, including the detection of early symptoms of cognitive …