Human activity recognition: A review

OC Ann, LB Theng - 2014 IEEE international conference on …, 2014 - ieeexplore.ieee.org
Human Activity Recognition is one of the active research areas in computer vision for
various contexts like security surveillance, healthcare and human computer interaction. In …

DAMUN: A domain adaptive human activity recognition network based on multimodal feature fusion

X Feng, Y Weng, W Li, P Chen… - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
There is a rapidly increasing demand for human activity recognition (HAR) due to its
extensive applications in various fields such as smart homes, healthcare, nursing, and …

Accurate detection of sitting posture activities in a secure IoT based assisted living environment

M Tariq, H Majeed, MO Beg, FA Khan… - Future Generation …, 2019 - Elsevier
In this work, we present a technique as well as a dataset for improving daily life assistive
activities in a smart Internet of Things (IoT) driven environment. We propose that augmenting …

Building robust models for human activity recognition from raw accelerometers data using gated recurrent units and long short term memory neural networks

J Okai, S Paraschiakos, M Beekman… - 2019 41st annual …, 2019 - ieeexplore.ieee.org
Human Activity Recognition (HAR) is a growing field of research in biomedical engineering
and it has many potential applications in the treatment and prevention of several diseases …

Human Activity Recognition as Time‐Series Analysis

H Kim, I Kim - Mathematical Problems in Engineering, 2015 - Wiley Online Library
We propose a system that can recognize daily human activities with a Kinect‐style depth
camera. Our system utilizes a set of view‐invariant features and the hidden state conditional …

[PDF][PDF] An unsupervised approach for human activity detection and recognition

WH Ong, T Koseki, L Palafox - Int. J. Simul. Syst. Sci. Technol, 2013 - ijssst.info
Human activity recognition is an important ability in any system that supports human in
performing their daily activities. However, current supervised approach in human activity …

Recognizing activities using a kinect skeleton tracking and hidden markov models

A Nava, L Garrido, RF Brena - 2014 13th Mexican International …, 2014 - ieeexplore.ieee.org
Knowing in which activities users are involved is an essential part of their context, which
become more and more important in modern context-aware applications, but determining …

Pruning Growing Self‐Organizing Map Network for Human Physical Activity Identification

L Mo, H Yu, W Hua - Journal of Healthcare Engineering, 2022 - Wiley Online Library
Human physical activity identification based on wearable sensors is of great significance to
human health analysis. A large number of machine learning models have been applied to …

Unsupervised human activity detection with skeleton data from RGB-D sensor

WH Ong, T Koseki, L Palafox - 2013 Fifth International …, 2013 - ieeexplore.ieee.org
Human activity recognition is an important functionality in any intelligent system designed to
support human daily activities. While majority of human activity recognition systems use …

[PDF][PDF] Human Activity Recognition: literature Review

DR Ahmed, RA Kamal - Journal of Education and Science, 2021 - iasj.net
Human activity recognition has an important role in the interaction between human and
human relationships because it provides information about a person's identity, personality …