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 …

Machine learning for healthcare radars: Recent progresses in human vital sign measurement and activity recognition

S Ahmed, SH Cho - IEEE Communications Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The unprecedented non-contact, non-invasive, and privacy-preserving nature of radar
sensors has enabled various healthcare applications, including vital sign monitoring, fall …

Passive WiFi radar for human sensing using a stand-alone access point

W Li, RJ Piechocki, K Woodbridge… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Human sensing using WiFi signal transmissions is attracting significant attention for future
applications in e-healthcare, security, and the Internet of Things (IoT). The majority of WiFi …

Vid2doppler: Synthesizing doppler radar data from videos for training privacy-preserving activity recognition

K Ahuja, Y Jiang, M Goel, C Harrison - … of the 2021 CHI Conference on …, 2021 - dl.acm.org
Millimeter wave (mmWave) Doppler radar is a new and promising sensing approach for
human activity recognition, offering signal richness approaching that of microphones and …

On CSI and passive Wi-Fi radar for opportunistic physical activity recognition

W Li, MJ Bocus, C Tang, RJ Piechocki… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
The use of Wi-Fi signals for human sensing has gained significant interest over the past
decade. Such techniques provide affordable and reliable solutions for healthcare-focused …

[HTML][HTML] Grand challenges in radar signal processing

F Gini - Frontiers in Signal Processing, 2021 - frontiersin.org
Signal processing for radar systems is a vast and fascinating discipline that covers
numerous techniques and touches on many application areas. The history of radar began …

[HTML][HTML] Deep learning techniques for radar-based continuous human activity recognition

R Mehta, S Sharifzadeh, V Palade, B Tan… - Machine Learning and …, 2023 - mdpi.com
Human capability to perform routine tasks declines with age and age-related problems.
Remote human activity recognition (HAR) is beneficial for regular monitoring of the elderly …

[HTML][HTML] Human activity recognition for AI-enabled healthcare using low-resolution infrared sensor data

Y Karayaneva, S Sharifzadeh, Y Jing, B Tan - Sensors, 2023 - mdpi.com
This paper explores the feasibility of using low-resolution infrared (LRIR) image streams for
human activity recognition (HAR) with potential application in e-healthcare. Two datasets …

Unsupervised Doppler radar based activity recognition for e-healthcare

Y Karayaneva, S Sharifzadeh, W Li, Y Jing… - IEEE Access, 2021 - ieeexplore.ieee.org
Passive radio frequency (RF) sensing and monitoring of human daily activities in elderly
care homes is an emerging topic. Micro-Doppler radars are an appealing solution …

CAE-MAS: Convolutional Autoencoder Interference Cancellation for Multiperson Activity Sensing With FMCW Microwave Radar

H Raeis, M Kazemi… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Human activity sensing is a crucial component of health monitoring and smart environment
applications. Frequency-modulated continuous-wave (FMCW) radars can be used for target …