[PDF][PDF] A Practical Wearable Sensor-based Human Activity Recognition Research Pipeline.

H Liu, Y Hartmann, T Schultz - Healthinf, 2022 - scitepress.org
Many researchers devote themselves to studying various aspects of Human Activity
Recognition (HAR), such as data analysis, signal processing, feature extraction, and …

Toward human activity recognition: a survey

G Saleem, UI Bajwa, RH Raza - Neural Computing and Applications, 2023 - Springer
Human activity recognition (HAR) is a complex and multifaceted problem. The research
community has reported numerous approaches to perform HAR. Along with HAR …

Sensor-based and vision-based human activity recognition: A comprehensive survey

LM Dang, K Min, H Wang, MJ Piran, CH Lee, H Moon - Pattern Recognition, 2020 - Elsevier
Human activity recognition (HAR) technology that analyzes data acquired from various types
of sensing devices, including vision sensors and embedded sensors, has motivated the …

A comprehensive analysis on wearable acceleration sensors in human activity recognition

M Janidarmian, A Roshan Fekr, K Radecka, Z Zilic - Sensors, 2017 - mdpi.com
Sensor-based motion recognition integrates the emerging area of wearable sensors with
novel machine learning techniques to make sense of low-level sensor data and provide rich …

[PDF][PDF] Human activity recognition with deep learning: Overview, challenges & possibilities

P Kumar, S Chauhan - CCF Transactions on Pervasive …, 2021 - scholar.archive.org
Abstract Human Activity Recognition (HAR) has become a vibrant research field over the last
decade, especially because of the spread of electronic devices like mobile phones, smart …

Human activity recognition using wearable sensors: review, challenges, evaluation benchmark

R Abdel-Salam, R Mostafa, M Hadhood - International Workshop on Deep …, 2021 - Springer
Recognizing human activity plays a significant role in the advancements of human-
interaction applications in healthcare, personal fitness, and smart devices. Many papers …

[PDF][PDF] On a Real Real-Time Wearable Human Activity Recognition System.

H Liu, T Xue, T Schultz - HEALTHINF, 2023 - researchgate.net
Many human activity recognition (HAR) systems have the ultimate application scenarios in
real-time, while most literature has limited the HAR study to offline models. Some mentioned …

Wearable sensor‐based human activity recognition in the smart healthcare system

F Serpush, MB Menhaj, B Masoumi… - Computational …, 2022 - Wiley Online Library
Human activity recognition (HAR) has been of interest in recent years due to the growing
demands in many areas. Applications of HAR include healthcare systems to monitor …

Human activity recognition based on wearable sensor data: A standardization of the state-of-the-art

A Jordao, AC Nazare Jr, J Sena… - arXiv preprint arXiv …, 2018 - arxiv.org
Human activity recognition based on wearable sensor data has been an attractive research
topic due to its application in areas such as healthcare and smart environments. In this …

Deep learning and model personalization in sensor-based human activity recognition

A Ferrari, D Micucci, M Mobilio… - Journal of Reliable …, 2023 - Springer
Human activity recognition (HAR) is a line of research whose goal is to design and develop
automatic techniques for recognizing activities of daily living (ADLs) using signals from …