A review of the hand gesture recognition system: Current progress and future directions

N Mohamed, MB Mustafa, N Jomhari - IEEE access, 2021 - ieeexplore.ieee.org
This paper reviewed the sign language research in the vision-based hand gesture
recognition system from 2014 to 2020. Its objective is to identify the progress and what …

Vision-based hand gesture recognition using deep learning for the interpretation of sign language

S Sharma, S Singh - Expert Systems with Applications, 2021 - Elsevier
Hand gestures have been the key component of communication since the beginning of an
era. The hand gestures are the foundation of sign language, which is a visual form of …

[HTML][HTML] A real-time Arabic avatar for deaf–mute community using attention mechanism

DT Mosa, NA Nasef, MA Lotfy, AA Abohany… - Neural Computing and …, 2023 - Springer
Speech-impaired people use Sign Language (SL), an efficient natural form of
communication, all over the world. This paper aims to use deep learning technology in the …

Recent advances in sign language recognition using deep learning techniques

SE Panneer, M Sornam - 2022 6th International Conference on …, 2022 - ieeexplore.ieee.org
Communication is essential to express and receive information, knowledge, ideas, and
views among people, but it has been quite a while to be an obstruction for people with …

Real-Time Sign Language Detection

S Kurundkar, A Joshi, A Thaploo, S Auti… - … on Vision Towards …, 2023 - ieeexplore.ieee.org
Lack of communication or miscommunication brought on by linguistic problems can lead to
awkward situations in today's culture. Those who are deaf or have trouble hearing use sign …

An AI-based approach for improved sign language recognition using multiple videos

C Dignan, E Perez, I Ahmad, M Huber… - Multimedia Tools and …, 2022 - Springer
People with hearing and speaking disabilities face significant hurdles in communication.
The knowledge of sign language can help mitigate these hurdles, but most people without …

HRC of intelligent assembly system based on multimodal gesture control

J Duan, Y Fang, Q Zhang, J Qin - The International Journal of Advanced …, 2023 - Springer
As a natural expression of the human body, gestures are widely used in robot control.
However, most gesture control methods rely only on single-modal feature representation …

Transforming consulting atmosphere with Indian sign language translation

HV Das, K Mohan, L Paul, S Kumaresan… - Multimedia Tools and …, 2024 - Springer
One of the major challenges faced by medical practitioners is to facilitate hassle free
communication with speech impaired people. It is difficult for speech impaired people to …

Development of a Sign Language Recognition System Using Machine Learning

H Orovwode, ID Oduntan… - … Conference on Artificial …, 2023 - ieeexplore.ieee.org
Deafness and voice impairment have been persistent disabilities throughout history,
hindering individuals from engaging in verbal communication and leading to their isolation …

Sign Language Recognition

H Khubchandani, T Karthick - 2023 9th International …, 2023 - ieeexplore.ieee.org
Deaf and hard-of-hearing persons communicate with each other and their communities by
using sign language. As this is a natural method for people to interact with computers, many …