Real-time New Zealand sign language translator using convolution neural network

MKC Jayasekera - 2021 - researchcommons.waikato.ac.nz
Over the past quarter of a century, machine Learning performs an essential role in
information technology revolution. From predictive internet web browsing to autonomous …

Sign language translation system using convolutional neural networks approach

V Kasinathan, A Mustapha, HS Hew… - Advances in Mechatronics …, 2021 - Springer
Sign language is one of the ways to communicate by not making sound, as it is
communicated by using hands and expressions. Sign language does not get much attention …

American and Indian Sign Language Translation using Convolutional Neural Networks

A Rustagi, N Singh - 2021 8th International Conference on …, 2021 - ieeexplore.ieee.org
Sign language is used by the hearing impaired people for the purpose of communication on
daily basis. It is an optical language where hand gestures are used to communicate instead …

Application of machine learning in Malaysia Sign Language translation

MN Ramli, SK Yee - Emerging Advances in Integrated …, 2023 - publisher.uthm.edu.my
Sign language serves as a vital form of communication for individuals with hearing
impairments, enabling seamless interaction among those who cannot hear. It is a widely …

[PDF][PDF] Optimised Machine Learning-based Translation of Indian Sign Language to Text.

S Sabharwal, P Singla - International Journal of Intelligent Engineering & …, 2023 - inass.org
Sign language translation through deep learning is a popular topic among researchers
nowadays. It opens the doors of communication for deaf and mute people by translating sign …

A Comprehensive Review of CNN-Based Sign Language Translation System

Seema, P Singla - Proceedings of Data Analytics and Management …, 2023 - Springer
One of the most crucial tools for connecting with others is communication. Effective
communication skills can smooth our path and improve our interactions with people in our …

Indian Sign Language Digit Translation Using CNN with Swish Activation Function

S Sabharwal, P Singla - International Conference on Information Systems …, 2022 - Springer
With the change in technology at such a fast pace, every piece of information is available on
the Internet. But certain sections of society like deaf-mute persons are still struggling for their …

Real-time Sign Language Translation using Computer Vision and Machine Learning

VS Attili, A Kottapalli, A Aithal… - … on Cognitive Robotics …, 2024 - ieeexplore.ieee.org
Indian Sign Language is a visual-gestural mode of communication used by the deaf
community in India. It serves as a means of communication by utilizing various gestures, eye …

Sign Language to Text Translation with Computer Vision: Bridging the Communication Gap

SX Thong, EL Tan, CP Goh - 2024 3rd International …, 2024 - ieeexplore.ieee.org
This research paper addresses the communication barriers faced by individuals using sign
language and those without hearing difficulties. With limited adoption of sign language and …

Sign2Sign: A Novel Approach Towards Real-Time ASL to ISL Translation

S Rajesh, A Krishnan, S Natarajan - Proceedings of Emerging Trends and …, 2022 - Springer
Sign language is the main form of communication for people with speech and hearing
imparity. There are over 300 types of sign languages across the world, with American Sign …