A Systematic Review of Hand Gesture Recognition: An Update From 2018 to 2024

AO Hashi, SZM Hashim, AB Asamah - IEEE Access, 2024 - ieeexplore.ieee.org
Hand gesture is the main method of communication for people who are hearing-impaired,
which poses a difficulty for millions of individuals worldwide when engaging with those who …

LSTM recurrent neural network for hand gesture recognition using EMG signals

A Toro-Ossaba, J Jaramillo-Tigreros, JC Tejada… - Applied Sciences, 2022 - mdpi.com
Currently, research on gesture recognition systems has been on the rise due to the
capabilities these systems provide to the field of human–machine interaction, however …

DeReFNet: Dual-stream Dense Residual Fusion Network for static hand gesture recognition

JP Sahoo, SP Sahoo, S Ari, SK Patra - Displays, 2023 - Elsevier
Vision-based hand gesture recognition (HGR) system provides the most effective and
natural way of interaction between humans and machines. However, the recognition …

FORTE: Few samples for recognizing hand gestures with a smartphone-attached radar

S Chioccarello, A Sluÿters, A Testolin… - Proceedings of the …, 2023 - dl.acm.org
Radar sensing technologies offer several advantages over other gesture input modalities,
such as the ability to reliably sense human movements, a reasonable deployment cost …

An algorithm for extracting similar segments of moving target trajectories based on shape matching

Z Ouyang, L Xue, F Ding, D Li - Engineering Applications of Artificial …, 2024 - Elsevier
Trajectory similarity analysis of moving target is the foundation for mining high-value and
regular behavioral information such as motion preferences, activity hotspots and frequent …

Review for optimal human-gesture design methodology and motion representation of medical images using segmentation from depth data and gesture recognition

A Gupta, S Kumar, S Kumar - Current Medical Imaging, 2024 - benthamdirect.com
Human gesture recognition and motion representation have become a vital base of current
intelligent human-machine interfaces because of ubiquitous and more comfortable …

End-to-end weakly-supervised single-stage multiple 3D hand mesh reconstruction from a single RGB image

J Ren, J Zhu, J Zhang - Computer Vision and Image Understanding, 2023 - Elsevier
In this paper, we consider the challenging task of simultaneously locating and recovering
multiple hands from a single 2D image. Previous studies either focus on single hand …

Real-Time Recognition of the User's Arm Gestures in 2D Space with a Smart Camera

N Guedri, R Gharbi - IEEE Instrumentation & Measurement …, 2024 - ieeexplore.ieee.org
Gesture control technology is one of the most important technologies introduced today to
facilitate human-machine communication. In this article, we propose a Smart Camera One …

KOA-CLSTM-based real-time dynamic hand gesture recognition on mobile terminal

X Hou, S Cen, M Zhang, C Jian - Signal, Image and Video Processing, 2023 - Springer
Focus on the machine terminals with the only monocular camera and low computational
power without GPU on the Mobile Terminal, it is difficult to realize the real-time dynamic …

A scientometric analysis on hand gesture recognition

J Kaur, N Mittal, S Kaur - AIP Conference Proceedings, 2022 - pubs.aip.org
Gesture recognition is an emerging field among researchers throughout the globe. Hand
gesture recognition (HGR) is strongly connected to the difficulties of interaction between …