Intelligent Malaysian Sign Language Translation System Using Convolutional‐Based Attention Module with Residual Network

RU Khan, H Khattak, WS Wong… - Computational …, 2021 - Wiley Online Library
The deaf‐mutes population always feels helpless when they are not understood by others
and vice versa. This is a big humanitarian problem and needs localised solution. To solve …

A Bidirectional Arabic Sign Language Framework Using Deep Learning and Fuzzy Matching Score

MAA Mosleh, A Assiri, AH Gumaei, BF Alkhamees… - Mathematics, 2024 - mdpi.com
Sign language is widely used to facilitate the communication process between deaf people
and their surrounding environment. Sign language, like most other languages, is considered …

Image‐Based Arabic Sign Language Recognition System Using Transfer Deep Learning Models

Q Bani Baker, N Alqudah, T Alsmadi… - … Intelligence and Soft …, 2023 - Wiley Online Library
Sign language is a unique communication tool helping to bridge the gap between people
with hearing impairments and the general public. It holds paramount importance for various …

[PDF][PDF] Arabic sign language recognition using Faster R-CNN

RA Alawwad, O Bchir, MMB Ismail - International Journal of …, 2021 - researchgate.net
Deafness does not restrict its negative effect on the person's hearing, but rather on all aspect
of their daily life. Moreover, hearing people aggravated the issue through their reluctance to …

[PDF][PDF] ArSL-CNN: a convolutional neural network for Arabic sign language gesture recognition

AA Alani, G Cosma - Indonesian journal of electrical engineering and …, 2021 - academia.edu
Sign language (SL) is a visual language means of communication for people with deafness
or hearing impairments. In Arabic-speaking countries, there are many arabic sign languages …

Study of convolutional neural network in recognizing static American sign language

LY Bin, GY Huann, LK Yun - 2019 IEEE international …, 2019 - ieeexplore.ieee.org
Sign language is a form of communication language to connect a deaf-mute person to the
world. It involves the uses of hand gestures and body movement in order to express an idea …

A Generic Approach towards Amharic Sign Language Recognition

N Yigzaw, M Meshesha, C Diriba - Advances in Human …, 2022 - Wiley Online Library
In the day‐to‐day life of communities, good communication channels are crucial for mutual
understanding. The hearing‐impaired community uses sign language, which is a visual and …

[HTML][HTML] Recognizing multiclass Static Sign Language words for deaf and dumb people of Bangladesh based on transfer learning techniques

MM Islam, MR Uddin, MN AKhtar, KMR Alam - Informatics in Medicine …, 2022 - Elsevier
Sign language is a language used for communication of the deaf and dumb (D&D)
community. To avoid difficulties in communication among themselves and also among …

A Computer Vision‐Based System for Recognition and Classification of Urdu Sign Language Dataset for Differently Abled People Using Artificial Intelligence

H Zahid, SA Syed, M Rashid, S Hussain… - Mobile Information …, 2023 - Wiley Online Library
Communication between normal people and deaf people is the most difficult part of daily life
worldwide. It is difficult for a normal person to understand a word from the deaf one in their …

Ethiopian sign language recognition using deep convolutional neural network

BT Abeje, AO Salau, AD Mengistu… - Multimedia Tools and …, 2022 - Springer
In recent years, several technologies have been utilized to bridge the communication gap
between persons who have hearing or speaking impairments and those who don't. This …