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 …

Comparing different neural networks for accurate sign language recognition: A comprehensive study

S Dewangan, M Verma - AIP Conference Proceedings, 2024 - pubs.aip.org
Sign language recognition plays a vital role in facilitating efficient communication for
individuals who are deaf or hard of hearing. In this research, we conduct a comparative …

Real-time Arabic Sign Language Recognition using CNN and OpenCV

S Almana, A Al-Omary - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Sign language is the way of interacting for hearing impaired people. Each Sign language
has multiple dialects. The world suffers from a lack of interaction between impaired and …

Sign Language Recognition: A Comprehensive Review of Traditional and Deep Learning Approaches, Datasets, and Challenges

T Tao, Y Zhao, T Liu, J Zhu - IEEE Access, 2024 - ieeexplore.ieee.org
The Deaf are a large social group in society. Their unique way of communicating through
sign language is often confined within their community due to limited understanding by …

A comprehensive study on sign languages recognition systems using (SVM, KNN, CNN and ANN)

RAAR Agha, MN Sefer, P Fattah - … on Data Science, E-learning and …, 2018 - dl.acm.org
The needs of communities and the new emerging technologies aspire researchers to come
up with new and innovative ways to fulfil these needs. Sign languages are said to be a …

Signet: A deep learning based indian sign language recognition system

CJ Sruthi, A Lijiya - 2019 International conference on …, 2019 - ieeexplore.ieee.org
Sign language is the primary mode of communication between hearing and vocally impaired
population. The government of India has enacted the Rights of Persons with Disabilities Act …

A Brief Review of Sign Language Recognition Methods and Cutting-edge Technologies

J Wu, T Yang - 2024 5th International Conference on Computer …, 2024 - ieeexplore.ieee.org
Sign Language Recognition (SLR) has acquired a considerable amount of attentions in
recent years and attracted widespread interests. Sign language recognition methods have …

Arabic and american sign languages alphabet recognition by convolutional neural network

S Alshomrani, L Aljoudi, M Arif - Advances in Science and …, 2021 - yadda.icm.edu.pl
Hearing loss is a common disability that occurs in many people worldwide. Hearing loss can
be mild to complete deafness. Sign language is used to communicate with the deaf …

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 …

Deep convolutional neural networks-based sign language recognition system

IH Yemenoglu, AFMS Shah… - 2021 IEEE 12th Annual …, 2021 - ieeexplore.ieee.org
Deaf individuals rely heavily on sign languages. They make use of them to communicate
with others. Although deaf individuals are familiar with sign language, but it is not widely …