Human activity recognition and prediction: overview and research gaps

D Nagpal, S Gupta - 2023 IEEE 8th International Conference …, 2023 - ieeexplore.ieee.org
With several applications in the disciplines of healthcare, human-computer interaction,
assistive learning, and many others, Human Actions Recognition, or HAR, is a trending …

Human activity recognition in artificial intelligence framework: a narrative review

N Gupta, SK Gupta, RK Pathak, V Jain… - Artificial intelligence …, 2022 - Springer
Human activity recognition (HAR) has multifaceted applications due to its worldly usage of
acquisition devices such as smartphones, video cameras, and its ability to capture human …

Human activity classification using basic machine learning models

B Khanal, P Rivas, J Orduz - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Human activity recognition (HAR) is the object of interest for many researchers in machine
learning. In principle, providing accurate and reasonable information on an individual's …

Application of machine learning techniques in human activity recognition

JB Rana, R Shetty, T Jha - arXiv preprint arXiv:1510.05577, 2015 - arxiv.org
Human activity detection has seen a tremendous growth in the last decade playing a major
role in the field of pervasive computing. This emerging popularity can be attributed to its …

Machine learning and deep learning models for human activity recognition in security and surveillance: a review

S Waghchaware, R Joshi - Knowledge and Information Systems, 2024 - Springer
Human activity recognition (HAR) has received the significant attention in the field of security
and surveillance due to its high potential for real-time monitoring, identifying the abnormal …

Human activity recognition using machine learning: A review

A Biswal, S Nanda, CR Panigrahi… - Progress in Advanced …, 2021 - Springer
With the enrichment of technologies, humans want to maximize automation by reducing the
manpower and time, Human Activity Recognition (HAR) has a heterogeneous broad range …

Comprehensive survey of human-activity detection and recognition with time-series model

K Ishwarya, AA Nithya - AIP Conference Proceedings, 2023 - pubs.aip.org
Human activity recognition (HAR)-the exciting time series based classification task has been
categorize into vision, sensor and hybrid approaches based on the input modality. The …

Different techniques for human activity recognition

R Raj, A Kos - 2022 29th International Conference on Mixed …, 2022 - ieeexplore.ieee.org
Human activity recognition (HAR) in live videos has become an important research topic in
computer vision. RHA is widely used in different fields such as healthcare, robot learning …

Human action recognition in videos using deep neural network

A Hari Pavan, P Anvitha, A Prem Sai, I Sunil… - Evolution in Signal …, 2022 - Springer
Identifying the various actions in video is important in computer vision research. The present
paper aims to develop a model that would take the video input from different sources like …

A review of machine learning-based human activity recognition for diverse applications

F Kulsoom, S Narejo, Z Mehmood… - Neural Computing and …, 2022 - Springer
Human activity recognition (HAR) is a very active yet challenging and demanding area of
computer science. Due to the articulated nature of human motion, it is not trivial to detect …