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 …
A tutorial on human activity recognition using body-worn inertial sensors
The last 20 years have seen ever-increasing research activity in the field of human activity
recognition. With activity recognition having considerably matured, so has the number of …
recognition. With activity recognition having considerably matured, so has the number of …
Automated cognitive health assessment in smart homes using machine learning
AR Javed, LG Fahad, AA Farhan, S Abbas… - Sustainable Cities and …, 2021 - Elsevier
Abstract The Internet of Things (IoT) provides smart solutions for future urban communities to
address key benefits with the least human intercession. A smart home offers the necessary …
address key benefits with the least human intercession. A smart home offers the necessary …
A survey on ambient-assisted living tools for older adults
P Rashidi, A Mihailidis - IEEE journal of biomedical and health …, 2012 - ieeexplore.ieee.org
In recent years, we have witnessed a rapid surge in assisted living technologies due to a
rapidly aging society. The aging population, the increasing cost of formal health care, the …
rapidly aging society. The aging population, the increasing cost of formal health care, the …
A survey on ambient intelligence in healthcare
Ambient Intelligence (AmI) is a new paradigm in information technology aimed at
empowering people's capabilities by means of digital environments that are sensitive …
empowering people's capabilities by means of digital environments that are sensitive …
Sensor-based activity recognition
Research on sensor-based activity recognition has, recently, made significant progress and
is attracting growing attention in a number of disciplines and application domains. However …
is attracting growing attention in a number of disciplines and application domains. However …
Monitoring activities of daily living in smart homes: Understanding human behavior
Monitoring the activities of daily living (ADLs) and detection of deviations from previous
patterns is crucial to assessing the ability of an elderly person to live independently in their …
patterns is crucial to assessing the ability of an elderly person to live independently in their …
Detecting activities of daily living in first-person camera views
H Pirsiavash, D Ramanan - 2012 IEEE conference on computer …, 2012 - ieeexplore.ieee.org
We present a novel dataset and novel algorithms for the problem of detecting activities of
daily living (ADL) in firstperson camera views. We have collected a dataset of 1 million …
daily living (ADL) in firstperson camera views. We have collected a dataset of 1 million …
From participatory sensing to mobile crowd sensing
The research on the efforts of combining human and machine intelligence has a long
history. With the development of mobile sensing and mobile Internet techniques, a new …
history. With the development of mobile sensing and mobile Internet techniques, a new …
Activity recognition on streaming sensor data
NC Krishnan, DJ Cook - Pervasive and mobile computing, 2014 - Elsevier
Many real-world applications that focus on addressing needs of a human, require
information about the activities being performed by the human in real-time. While advances …
information about the activities being performed by the human in real-time. While advances …