Applying deep neural networks for the automatic recognition of sign language words: A communication aid to deaf agriculturists

A Venugopalan, R Reghunadhan - Expert Systems with Applications, 2021 - Elsevier
One of the major challenges that deaf people face in modern societal life is communication.
For those engaged in agricultural jobs, efficiency at work and productivity are deeply related …

Long Hands gesture recognition system: 2 step gesture recognition with machine learning and geometric shape analysis

PA Popov, R Laganière - Multimedia Tools and Applications, 2022 - Springer
A two stage real-time hand gesture recognition system is presented. It combines a machine
learning trained detection step with a colour processing contour shape validation step. The …

Dynamic gesture recognition based on three-stream coordinate attention network and knowledge distillation

S Wan, L Yang, K Ding, D Qiu - IEEE Access, 2023 - ieeexplore.ieee.org
Gesture recognition has always been one of the important research directions in the field of
computer vision. The dynamic gesture has the problems of complex backgrounds and many …

Research on Intention Flexible Mapping Algorithm for Elderly Escort Robot

X Qiu, Z Feng, T Xu, X Yang, Y Hou… - Scientific …, 2021 - Wiley Online Library
With the development of science and technology and the intensification of the aging of the
world's population, elderly care robots have begun to enter people's lives. However, the …

Dynamic hand gesture recognition using temporal-stream convolutional neural networks

F Armandika, EC Djamal, F Nugraha… - 2020 7th International …, 2020 - ieeexplore.ieee.org
Movement recognition is a hot issue in machine learning. The gesture recognition is related
to video processing, which gives problems in various aspects. Some of them are separating …

Hand Gesture Classification Model for Intelligent Wheelchair with Improved Gesture Variance Compensation

HMRT Bandara, KS Priyanayana… - … on Systems, Man …, 2023 - ieeexplore.ieee.org
The rapid increase in the elderly and disabled population has been identified as a growing
socioeconomic problem. Due to reasons such as a lack of reliable caretakers and the need …

[HTML][HTML] 基于视觉的动态手势识别综述

沙洁, 麻建, 牟海军, 侯建华 - Computer Science and Application, 2020 - hanspub.org
随着计算机视觉研究的迅速发展, 动态手势识别在人机交互, 智能驾驶, 虚拟现实等领域得到了
广泛的应用. 为了解动态手势识别的发展现状, 通过对近年来动态手势识别算法的研究 …

[PDF][PDF] Real-time 2D static hand gesture recognition and 2D hand tracking for human-computer interaction

PA Popov - 2020 - ruor.uottawa.ca
The topic of this thesis is Hand Gesture Recognition and Hand Tracking for user interface
applications. 3 systems were produced, as well as datasets for recognition and tracking …

[PDF][PDF] Towards Bidirectional Conversion between Arabic Sign Language and Speech/Text.

SB Hamouda, W Gabsi, B Zalila - TACC, 2023 - ceur-ws.org
Sign language is the essential communicating tool for deaf and non-verbal people. Using
sign language, deaf and mute people can communicate among themselves but they find it …

Hand Gesture Recognition using a Low-Cost Sensor with Digital Signal Processing

H Walugembe - 2022 - qmro.qmul.ac.uk
Our research concerns a hand gesture recognition framework that makes use of a low cost
“off-the-shelf” device. The device is a visual markerless sensor system called the Leap …