Mean teacher-based cross-domain activity recognition using WiFi signals
WiFi channel state information (CSI)-based activity recognition has initiated a great many
studies because of wide availability and privacy protection. However, general recognition …
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
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 …
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 …
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 …
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 …
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
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 …
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 …
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 …
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.
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 …
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 …
important application prospects in various fields such as human–computer interactivity …