Indian Sign Language Recognition System using GAN and Ensemble based approach

R Shirude, S Khurana, R Sreemathy, M Turuk… - 2024 - researchsquare.com
Sign language is the most prominent mode of communication for people who have hearing
problems. Continuous sign language recognition is a poorly supervised job that involves …

Convolutional Neural Network Based Malaysian Sign-Language Recognition Web Application

R Basheer, MAA Aziz, H Arifa - 2024 - preprints.org
The deaf-mute and individuals with hearing disabilities who communicate through sign
language should not be overlooked or excluded. It is a social responsibility to strive for an …

SIGN LANGUAGE RECOGNITION USING CONVOLUTIONAL NEURAL NETWORKS IN MACHINE LEARNING.

AG Menon, A Abhishek, A SN… - International Journal of …, 2021 - search.ebscohost.com
Sign language is a way or means of communication used by individuals with speaking and
hearing impairments. It is one of the essential means of communication for such individuals …

Sign language-to-text dictionary with lightweight transformer models

J Fink, P Poitier, M André, L Meurice… - 32nd International …, 2023 - researchportal.unamur.be
The recent advances in deep learning have been beneficial to automatic sign language
recognition (SLR). However, free-to-access, usable, and accessible tools are still not widely …

CNN and traditional classifiers performance for sign language recognition

S Fayyaz, Y Ayaz - Proceedings of the 3rd international conference on …, 2019 - dl.acm.org
Many people around the world are suffering from vocal and hearing disabilities and they
communicate with others by actions rather than speech. They prefer sign language (hand …

Malayalam Sign Language Character Recognition System

S Praneel, AS George, A Kurian… - … Conference on Circuit …, 2023 - ieeexplore.ieee.org
Sign language plays a critical role in facilitating communication among individuals with
hearing or speaking disabilities. Until September 2021, signers from Kerala had to rely on …

Deaf and Mute Sign Language Translator on Static Alphabets Gestures using MobileNet

V Kandukuri, SR Gundedi, V Kamble… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Sign language is the language used by deaf and dumb people to communicate with others.
Deaf and mute people express their thoughts and ideas through hand movements or facial …

CNN-based real-time Indian sign language recognition system

A Sarkar, AK Talukdar, KK Sarma - Advances in Computational …, 2020 - Springer
Sign language is a way by which deaf and dumb people can express their thoughts and
feelings. Deaf and dumb people use hand shape, body movements, and facial expressions …

Classification of sign-language using vgg16

TN Abu-Jamie, SS Abu-Naser - 2022 - philpapers.org
Abstract Sign Language Recognition (SLR) aims to translate sign language into text or
speech in order to improve communication between deaf-mute people and the general …

Sign Language recognition using convolutional neural network

A Kumar, S Kumar, S Singh, V Jha - ICT analysis and applications, 2022 - Springer
Sign language is learned by deaf and dumb, and usually, it is not known to normal people,
so it becomes a challenge for communication between a normal and hearing-impaired …