A multimodal dynamic hand gesture recognition based on radar–vision fusion

H Liu, Z Liu - IEEE Transactions on Instrumentation and …, 2023 - ieeexplore.ieee.org
Regarding increasingly complex scenarios in hand gesture recognition (HGR), it is
challenging to implement a reliable HGR due to the nonadaptability of individual sensors to …

Distributed radar fusion and recurrent networks for classification of continuous human activities

RG Guendel, F Fioranelli… - IET Radar, Sonar & …, 2022 - Wiley Online Library
Abstract Continuous Human Activity Recognition (HAR) in arbitrary directions is investigated
in this paper using a network of five spatially distributed pulsed Ultra‐Wideband radars …

Eat-Radar: Continuous Fine-Grained Intake Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network with Attention

C Wang, TS Kumar, W De Raedt… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Unhealthy dietary habits are considered as the primary cause of various chronic diseases,
including obesity and diabetes. The automatic food intake monitoring system has the …

[HTML][HTML] Human Activity Recognition Method Based on FMCW Radar Sensor with Multi-Domain Feature Attention Fusion Network

L Cao, S Liang, Z Zhao, D Wang, C Fu, K Du - Sensors, 2023 - mdpi.com
This paper proposes a human activity recognition (HAR) method for frequency-modulated
continuous wave (FMCW) radar sensors. The method utilizes a multi-domain feature …

Midas++: Generating Training Data of mmWave Radars From Videos for Privacy-Preserving Human Sensing With Mobility

K Deng, D Zhao, Z Zhang, S Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Millimeter wave radar is gaining traction recently for enabling privacy-preserving human
sensing. However, the lack of large-scale, dynamic radar datasets impedes progress in …

Device-Free Fine-Grained Dining Activity Sensing

MG Moghaddam, AAN Shirehjini… - 2023 IEEE Sensors …, 2023 - ieeexplore.ieee.org
Device-free human activity recognition has become a topic of much interest in recent years.
While there is much effort into course-grained human activity recognition, the recognition of …

Gesture Recognition Using Multiple mmWave FMCW Radars

Y Zhao, V Sark, M Krstic, E Grass - 2023 IEEE 98th Vehicular …, 2023 - ieeexplore.ieee.org
Human-computer interaction using radar has gained a lot of attention. Gesture recognition
with a single Frequency Modulated Continuous Wave (FMCW) radar has been investigated …

Evaluation of Different Radar Placements for Food Intake Monitoring Using Deep Learning

C Wang, TS Kumar, W De Raedt… - 2023 IEEE Radar …, 2023 - ieeexplore.ieee.org
Automated food intake monitoring has drawn significant attention due to its potential
applications in the healthcare domain. Plenty of research, including wrist-worn imu-based …

Hand Gesture Recognition using mm-Wave RADAR Technology

Y Zhao - 2024 - edoc.hu-berlin.de
Human-computer interaction has become part of our daily lives. RADAR stands out as a very
promising sensor, with its small size, low power consumption, and affordability. Compared to …