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 …

A deep sign language recognition system for Indian sign language

S Das, SK Biswas, B Purkayastha - Neural Computing and Applications, 2023 - Springer
Deaf people face major challenges during communication with normal people. Employing a
human interpreter (a person who converts Sign language (SL) into a language that the …

Indian Sign Language Character Recognition System

P Mohan, T Sabarwal… - 2023 4th International …, 2023 - ieeexplore.ieee.org
Sign language is a vital mode of communication for the deaf community worldwide.
However, even to this day, there exists an evident communication gap between signers and …

Developing an offline and real-time Indian sign language recognition system with machine learning and deep learning

K Priya, BJ Sandesh - SN Computer Science, 2024 - Springer
Sign language is a powerful form of communication for humans, and advancements in
computer vision systems are driving significant progress in sign language recognition. In the …

Sign Language recognition and translation into pashto language alphabets

AF Shokoori, M Shinwari, JA Popal… - 2022 6th International …, 2022 - ieeexplore.ieee.org
Sign language is mandatory and mostly used by huge number of individuals (particularly
disabled) in society and it is another way of communication; The form of the hand, the …

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 …

Video-based Sign Language Recognition using Recurrent Neural Networks

V Puranik, V Gawande, J Gujarathi… - 2022 2nd Asian …, 2022 - ieeexplore.ieee.org
Deaf-mute people regularly confront communication challenges with people who can hear
and speak as the primary means of communication they use is sign language. People often …

Creating Multiclass Bangladeshi Sign Word Language for Deaf and Hard of Hearing People and Recognizing using Deep CNN Techniques

MR Uddin - engrxiv.org
Sign language provides the solution to the communication obstacle for the community of
deaf and hard of hearing. This community often faces problems communicating with normal …

Descriptive Review on a Nepali Sign Language Recognition System

K Sapkota, S Rana, S Khandal, Y Tamang… - Advanced Computer …, 2023 - taylorfrancis.com
Sign language, being the basic means of communication between speciallyabled people,
that is, deaf, and normal ones, a massive amount of research works has been carried out in …

[图书][B] Sign Language Recognizer framework based on deep learning algorithms

A Akandeh - 2021 - search.proquest.com
Abstract According to the World Health Organization (WHO, 2017), 5% of the world's
population have hearing loss. Most people with hearing disabilities communicate via sign …