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 activity recognition using deep learning: Past, present and future

S Saini, A Juneja, A Shrivastava - 2023 1st International …, 2023 - ieeexplore.ieee.org
The study of human activities has always incite researchers. The human actions are
acquired from raw time-series signals using smartphones and wearable devices' integrated …

Artificial neural networks for human activity recognition using sensor based dataset

S Geravesh, V Rupapara - Multimedia Tools and Applications, 2023 - Springer
The use of wearable devices, sensors, machine learning, and deep learning for human
activity recognition (HAR) applications has increased in recent years. Lots of researchers …

Comprehensive analysis of deep learning-based human activity recognition approaches based on accuracy

AG Fataniya, DHP Modi - International Journal of Computing …, 2022 - journal.uob.edu.bh
Human Activity Recognition (HAR) is a vital area of Computer Vision. HAR focuses on
various activities carried out by humans. Information relative to the human activities is …

A survey on human activity recognition using deep learning techniques and wearable sensor data

N Dua, SN Singh, SK Challa, VB Semwal… - … Conference on Machine …, 2022 - Springer
HAR has attained major attention because of its significant use in real-life scenarios like
activity and fitness monitoring, rehabilitation, gaming, prosthetic limbs, healthcare, smart …

Machine and deep learning approaches for human activity recognition

M Monir - International Journal of Intelligent Computing and …, 2021 - journals.ekb.eg
Human Activity Recognition (HAR) is a domain that has shown great interest in the past
years and tills now. The main cause for this is that it can be used in various applications …

[PDF][PDF] Comparative study of machine learning and deep learning architecture for human activity recognition using accelerometer data

SR Shakya, C Zhang, Z Zhou - Int. J. Mach. Learn. Comput, 2018 - researchgate.net
Human activity recognition (HAR) has been a popular fields of research in recent times.
Many approaches have been implemented in literature with the aim of recognizing and …

A study on smartphone sensor-based human activity recognition using deep learning approaches

R Mondal, D Mukhopadhyay, S Barua, PK Singh… - Handbook of …, 2021 - Elsevier
With the advent of smart devices like smartphones and smartwatches, it is becoming very
easy to track our daily activities using the data captured by the sensors present in these …

Performance analysis of deep learning based human activity recognition methods

MF Aktter, MA Hossain, S Sarker… - Journal of Applied …, 2022 - publisher.unimas.my
Abstract Human Activity Recognition (HAR) is one of the most important branches of human-
centered research activities. Along with the development of artificial intelligence, deep …

Deep learning for human activity recognition

X Li, P Zhao, M Wu, Z Chen, L Zhang - Neurocomputing, 2021 - Elsevier
In the past two decades, a large number of artificial intelligence (AI) systems have been
developed in many areas, including computer vision, data mining, machine learning, natural …