In-home older adults' activity pattern monitoring using depth sensors: A review

MS Momin, A Sufian, D Barman, P Dutta, M Dong… - Sensors, 2022 - mdpi.com
The global population is aging due to many factors, including longer life expectancy through
better healthcare, changing diet, physical activity, etc. We are also witnessing various …

Automate appliances via gestures recognition for elderly living assistance

M Muneeb, H Rustam, A Jalal - 2023 4th International …, 2023 - ieeexplore.ieee.org
Smart homes have grown in popularity not only as a luxury but also because of the
numerous benefits they provide. In this research, a home automation system is developed …

Feddl: Federated learning via dynamic layer sharing for human activity recognition

L Tu, X Ouyang, J Zhou, Y He, G Xing - … of the 19th ACM Conference on …, 2021 - dl.acm.org
Deep learning has been increasingly applied to improve human activity recognition (HAR)
accuracy and reduce the human efforts of handcrafted feature extractions. Federated …

A depth video sensor-based life-logging human activity recognition system for elderly care in smart indoor environments

A Jalal, S Kamal, D Kim - Sensors, 2014 - mdpi.com
Recent advancements in depth video sensors technologies have made human activity
recognition (HAR) realizable for elderly monitoring applications. Although conventional HAR …

Wearable sensors based exertion recognition using statistical features and random forest for physical healthcare monitoring

M Javeed, A Jalal, K Kim - 2021 International Bhurban …, 2021 - ieeexplore.ieee.org
Remote physical activity recognition is gaining popularity as it provides improved healthcare
monitoring services without hampering the daily lifestyle of individuals. For smart healthcare …

Wearable sensor-based human behavior understanding and recognition in daily life for smart environments

A Jalal, MAK Quaid, AS Hasan - 2018 International Conference …, 2018 - ieeexplore.ieee.org
Behavior recognition using motion sensors is getting prominence over other systems such
as e-healthcare and life-log analysis systems especially in the healthcare domain for …

A Triaxial acceleration-based human motion detection for ambient smart home system

A Jalal, MAK Quaid, MA Sidduqi - 2019 16th International …, 2019 - ieeexplore.ieee.org
Health industry off late has been driven heavily by sensors ie accelerometers,
magnetometers etc. which has allowed instant medical response to any injurious activity in …

RGB-D images for object segmentation, localization and recognition in indoor scenes using feature descriptor and Hough voting

A Ahmed, A Jalal, K Kim - 2020 17th international Bhurban …, 2020 - ieeexplore.ieee.org
With the development in technology, object localization and recognition systems in RGB and
depth have become the essential part of vision systems. There are different ways of objects …

Multi-features descriptors for human activity tracking and recognition in Indoor-outdoor environments

A Jalal, M Mahmood, AS Hasan - 2019 16th International …, 2019 - ieeexplore.ieee.org
Tracking human activities and analyzing their effect in real life settings has become a task of
high interest within the computer vision field as it enable many industrial and commercial …

Human body parts estimation and detection for physical sports movements

A Jalal, A Nadeem, S Bobasu - 2019 2nd International …, 2019 - ieeexplore.ieee.org
The main purpose of human body part detection is to estimate the size, orientation or
position of the human body parts within the digital scene information. Estimation of various …