Mean teacher-based cross-domain activity recognition using WiFi signals

C Xiao, Y Lei, C Liu, J Wu - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
WiFi channel state information (CSI)-based activity recognition has initiated a great many
studies because of wide availability and privacy protection. However, general recognition …

Do you brush your teeth properly? an off-body sensor-based approach for toothbrushing monitoring

Z Hussain, D Waterworth, M Aldeer… - … on Digital Health …, 2021 - ieeexplore.ieee.org
Oral hygiene is very important for a healthy life. Proper toothbrushing is one of the most
important measures against dental problems. Poor toothbrushing methods can lead to tooth …

A novel approach for simultaneous human activity recognition and pose estimation via skeleton-based leveraging WiFi CSI with YOLOv8 and mediapipe frameworks

H Boudlal, M Serrhini, A Tahiri - Signal, Image and Video Processing, 2024 - Springer
The growing demand for seamless human–computer interaction and accurate health
monitoring has driven interest in device-free human behavior recognition. This paper …

[HTML][HTML] CSI-Based Location Independent Human Activity Recognition Using Deep Learning

F Abuhoureyah, YC Wong, ASBM Isira… - Human-Centric …, 2023 - Springer
Abstract Human Activity Recognition (HAR) is widely used in various applications, from
smart homes and healthcare to the Internet of Things (IoT) and virtual reality gaming …

[HTML][HTML] Multimodal vision-based human action recognition using deep learning: a review

F Shafizadegan, AR Naghsh-Nilchi… - Artificial Intelligence …, 2024 - Springer
Abstract Vision-based Human Action Recognition (HAR) is a hot topic in computer vision.
Recently, deep-based HAR has shown promising results. HAR using a single data modality …

[HTML][HTML] Improving BLE-based passive human sensing with deep learning

G Iannizzotto, L Lo Bello, A Nucita - Sensors, 2023 - mdpi.com
Passive Human Sensing (PHS) is an approach to collecting data on human presence,
motion or activities that does not require the sensed human to carry devices or participate …

Privacy-Preserving Human Activity Recognition System for Assisted Living Environments

A Jain, R Akerkar, A Srivastava - IEEE Transactions on Artificial …, 2023 - ieeexplore.ieee.org
Automatic human activity recognition has numerous applications, especially in elderly
support and healthcare. Several approaches for human activity recognition (HAR) using a …

ExHIBit: Breath-based augmentative and alternative communication solution using commercial RFID devices

Q Wang, J Zhao, S Xu, K Zhang, D Li, R Bai… - Information Sciences, 2022 - Elsevier
Patients with neuromuscular system disease may be systemic paralyzed and even lose the
ability to speak. Patients can use breath to express intentions. But existing solutions either …

Exploring the Benefits of Time Series Data Augmentation for Wearable Human Activity Recognition.

MA Hasan, F Li, A Piet, P Gouverneur… - Proceedings of the 8th …, 2023 - dl.acm.org
Wearable Human Activity Recognition (HAR) is an important field of research in smart
assistive technologies. Collecting the data needed to train reliable HAR classifiers is …

CSI-based cross-scene human activity recognition with incremental learning

Y Zhang, F He, Y Wang, D Wu, G Yu - Neural Computing and Applications, 2023 - Springer
Abstract Human Activity Recognition (HAR) based on Channel State Information (CSI) has
important application prospects in various fields such as human–computer interactivity …