Efhamni: A Deep Learning-Based Saudi Sign Language Recognition Application

L Al Khuzayem, S Shafi, S Aljahdali, R Alkhamesie… - Sensors, 2024 - mdpi.com
Deaf and hard-of-hearing people mainly communicate using sign language, which is a set of
signs made using hand gestures combined with facial expressions to make meaningful and …

Convolutional Neural Network Approach for South African Sign Language Recognition and Translation

TG Moape, A Muzambi… - 2024 Conference on …, 2024 - ieeexplore.ieee.org
Sign language is a natural, visually oriented, and non-verbal communication channel for the
deaf and dumb community. However, not everyone understands sign language, particularly …

Image-based Indian sign language recognition: a practical review using deep neural networks

H Kaur, SK Bedi, MA Lekhana - arXiv preprint arXiv:2304.14710, 2023 - arxiv.org
People with vocal and hearing disabilities use sign language to express themselves using
visual gestures and signs. Although sign language is a solution for communication …

Arabic Sign Language Recognition: A Deep Learning Approach

HGAA Almahri - 2022 - search.proquest.com
With more than 300 sign languages across the world, sign interprets are not always
available to translate spoken words into sign language and vice versa. As people with …

A vision-based deep learning approach for independent-users Arabic sign language interpretation

MM Balaha, S El-Kady, HM Balaha, M Salama… - Multimedia Tools and …, 2023 - Springer
More than 5% of the people around the world are deaf and have severe difficulties in
communicating with normal people according to the World Health Organization (WHO). They …

Real-Time Arabic Sign Language Recognition Using a Hybrid Deep Learning Model

TH Noor, A Noor, AF Alharbi, A Faisal, R Alrashidi… - Sensors, 2024 - mdpi.com
Sign language is an essential means of communication for individuals with hearing
disabilities. However, there is a significant shortage of sign language interpreters in some …

Hand gesture and sign language recognition based on deep learning

MK BENKADDOUR, Y Abazi, Z Aziza Akram - 2023 - dspace.univ-ouargla.dz
The recognition of Arabic sign language (ArSL) plays a crucial role in removing
communication barriers between deaf-mute people and non-sign language speakers. In this …

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 …

Pakistan sign language recognition: leveraging deep learning models with limited dataset

HM Hamza, A Wali - Machine Vision and Applications, 2023 - Springer
Sign language is the predominant form of communication among a large group of society.
The nature of sign languages is visual. This makes them very different from spoken …

ESMAANI: A Static and Dynamic Arabic Sign Language Recognition System Based on Machine and Deep Learning Models

E Hisham, SN Saleh - 2022 5th International Conference on …, 2022 - ieeexplore.ieee.org
As the size of the population of sign language users increased, the importance of breaking
the barrier between those who can use sign language and those who can not in the Arabic …