Hand gesture recognition based on computer vision: a review of techniques

M Oudah, A Al-Naji, J Chahl - journal of Imaging, 2020 - mdpi.com
Hand gestures are a form of nonverbal communication that can be used in several fields
such as communication between deaf-mute people, robot control, human–computer …

A systematic review on hand gesture recognition techniques, challenges and applications

M Yasen, S Jusoh - PeerJ Computer Science, 2019 - peerj.com
Background With the development of today's technology, and as humans tend to naturally
use hand gestures in their communication process to clarify their intentions, hand gesture …

Hand gesture recognition via radar sensors and convolutional neural networks

S Franceschini, M Ambrosanio, S Vitale… - 2020 IEEE Radar …, 2020 - ieeexplore.ieee.org
In this communication, a low-cost radar-sensor-based apparatus for contactless hand
gesture recognition via Doppler signature analysis is proposed. The raw reflected signal …

Implementation and Analysis of AI‐Based Gesticulation Control for Impaired People

S Nivash, EN Ganesh, T Manikandan… - Wireless …, 2022 - Wiley Online Library
This paper presents an intelligent human PC intuitive framework. In this proposed work,
artificial intelligence is utilized for home mechanization, which perceives human motions …

A structured and methodological review on vision-based hand gesture recognition system

F Al Farid, N Hashim, J Abdullah, MR Bhuiyan… - Journal of …, 2022 - mdpi.com
Researchers have recently focused their attention on vision-based hand gesture
recognition. However, due to several constraints, achieving an effective vision-driven hand …

IMU sensor-based hand gesture recognition for human-machine interfaces

M Kim, J Cho, S Lee, Y Jung - Sensors, 2019 - mdpi.com
We propose an efficient hand gesture recognition (HGR) algorithm, which can cope with
time-dependent data from an inertial measurement unit (IMU) sensor and support real-time …

[Retracted] Dynamic Gesture Recognition Algorithm Based on 3D Convolutional Neural Network

Y Liu, D Jiang, H Duan, Y Sun, G Li… - Computational …, 2021 - Wiley Online Library
Gesture recognition is one of the important ways of human‐computer interaction, which is
mainly detected by visual technology. The temporal and spatial features are extracted by …

Gesture recognition algorithm based on multi‐scale feature fusion in RGB‐D images

Y Sun, Y Weng, B Luo, G Li, B Tao… - IET Image …, 2023 - Wiley Online Library
With the rapid development of sensor technology and artificial intelligence, the video gesture
recognition technology under the background of big data makes human‐computer …

Real-time recognition of Indian sign language

HM Mariappan, V Gomathi - 2019 international conference on …, 2019 - ieeexplore.ieee.org
The real-time sign language recognition system is developed for recognising the gestures of
Indian Sign Language (ISL). Generally, sign languages consist of hand gestures and facial …

Human activity recognition based on wearable sensor using hierarchical deep LSTM networks

LK Wang, RY Liu - Circuits, Systems, and Signal Processing, 2020 - Springer
In recent years, with the rapid development of artificial intelligence, human activity
recognition has become a research focus. The complex, dynamic and variable features of …