A Comprehensive Survey on Deep Learning Methods in Human Activity Recognition

M Kaseris, I Kostavelis, S Malassiotis - Machine Learning and Knowledge …, 2024 - mdpi.com
Human activity recognition (HAR) remains an essential field of research with increasing real-
world applications ranging from healthcare to industrial environments. As the volume of …

[HTML][HTML] A DCNN-LSTM based human activity recognition by mobile and wearable sensor networks

S Jameer, H Syed - Alexandria Engineering Journal, 2023 - Elsevier
Abstract Systems for recognizing human activities are being developed as part of a larger
framework that will allow for continuous monitoring of human behavior in intelligent home …

Infusing a Convolutional Neural Network with Encoded Joint Node Image Data to Recognize 25 Daily Human Activities

Y Zhao, T Sun, Z Ju, F Dong, L Yang… - Advanced Intelligent …, 2023 - Wiley Online Library
Human activity recognition (HAR) has gained popularity in the field of computer vision such
as video surveillance, security, and virtual reality. However, traditional methods are limited in …

An Efficient Human Activity Recognition Scheme using Hybrid Deep Learning Strategy with Intelligent Classification Principles

S Sivamurugan, V Eswaramurthy… - … and Smart Electrical …, 2023 - ieeexplore.ieee.org
Human Activity Recognition (HAR) is a critical component in various domains, including
healthcare, security, and human-computer interaction. Accurate and efficient HAR systems …