Hand gestures recognition using radar sensors for human-computer-interaction: A review

S Ahmed, KD Kallu, S Ahmed, SH Cho - Remote Sensing, 2021 - mdpi.com
Human–Computer Interfaces (HCI) deals with the study of interface between humans and
computers. The use of radar and other RF sensors to develop HCI based on Hand Gesture …

Dynamic Gesture Recognition Based on FMCW Millimeter Wave Radar: Review of Methodologies and Results

G Tang, T Wu, C Li - Sensors, 2023 - mdpi.com
As a convenient and natural way of human-computer interaction, gesture recognition
technology has broad research and application prospects in many fields, such as intelligent …

UWB-gestures, a public dataset of dynamic hand gestures acquired using impulse radar sensors

S Ahmed, D Wang, J Park, SH Cho - Scientific Data, 2021 - nature.com
In the past few decades, deep learning algorithms have become more prevalent for signal
detection and classification. To design machine learning algorithms, however, an adequate …

Interference-robust millimeter-wave radar-based dynamic hand gesture recognition using 2D CNN-transformer networks

B Jin, X Ma, Z Zhang, Z Lian… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Dynamic gesture recognition using millimeter-wave radar has a broad application prospect
in the industrial Internet of Things (IoT) field. However, the existing methods in the random …

Computer vision‐enabled character recognition of hand gestures for patients with hearing and speaking disability

S Juneja, A Juneja, G Dhiman, S Jain… - Mobile Information …, 2021 - Wiley Online Library
Hand gesture recognition is one of the most sought technologies in the field of machine
learning and computer vision. There has been an unprecedented demand for applications …

Enhancing RF sensing with deep learning: A layered approach

T Zheng, Z Chen, S Ding, J Luo - IEEE Communications …, 2021 - ieeexplore.ieee.org
In recent years, radio frequency (RF) sensing has gained increasing popularity due to its
pervasiveness, low cost, non-intrusiveness, and privacy preservation. However, realizing the …

RadarSense: Accurate recognition of mid-air hand gestures with radar sensing and few training examples

A Sluÿters, S Lambot, J Vanderdonckt… - ACM Transactions on …, 2023 - dl.acm.org
Microwave radars bring many benefits to mid-air gesture sensing due to their large field of
view and independence from environmental conditions, such as ambient light and …

Hand gesture recognition using 802.11 ad mmWave sensor in the mobile device

Y Ren, J Lu, A Beletchi, Y Huang… - 2021 IEEE Wireless …, 2021 - ieeexplore.ieee.org
We explore the feasibility of AI assisted hand-gesture recognition using 802.11 ad 60GHz
(mmWave) technology in smartphones. Range-Doppler information (RDI) is obtained by …

Hand gesture recognition for smart devices by classifying deterministic Doppler signals

Y Zhang, S Dong, C Zhu, M Balle… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Personal devices such as smartphones and tablets are rapidly becoming personal
communication, information, and control centers. Apart from multitouch screens, human …

Novel time-distance parameters based hand gesture recognition system using multi-UWB radars

RR Sharma, KA Kumar, SH Cho - IEEE Sensors Letters, 2023 - ieeexplore.ieee.org
Hand gesture recognition (HGR) has a vital role to develop an intelligent interface for human–
computer interaction. This letter proposed an automated system for HGR using three …