A comparative study on performance of SVM and CNN in Tanzania sign language translation using image recognition

K Myagila, H Kilavo - Applied Artificial Intelligence, 2022 - Taylor & Francis
Sign language is an effective form of communication for speech impaired people. However,
there is a challenge for people without impairment to communicate with speech impaired …

A comparative analysis of Indian sign language recognition using deep learning models

B Saini, D Venkatesh, N Chaudhari… - Forum for …, 2023 - journals.bilpubgroup.com
Sign language is a form of communication where people use bodily gestures, particularly
those of hands and arms. This method of communication is put into motion when spoken …

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 …

LiST: a lightweight framework for continuous indian sign language translation

RC Poonia - Information, 2023 - mdpi.com
Sign language is a natural, structured, and complete form of communication to exchange
information. Non-verbal communicators, also referred to as hearing impaired and hard of …

Sentence2SignGesture: a hybrid neural machine translation network for sign language video generation

B Natarajan, R Elakkiya, ML Prasad - Journal of Ambient Intelligence and …, 2023 - Springer
Abstract The development of Neural Machine Translation (NMT) systems has attained
prominent position in language translation tasks. However, it faces huge challenges in …

Real time sign language recognition using image classification

H Lakhotiya, HS Pandita… - 2021 2nd International …, 2021 - ieeexplore.ieee.org
Image classification using Convolutional Neural Networks is a key component of Computer
Vision. This paper proposes a real-time sign language translation system based on …

Sign Language Machine Translation Systems: A Review

SR Bhagwat, RP Bhavsar, BV Pawar - AI, IoT, Big Data and Cloud …, 2023 - Springer
The goal of this chapter is to cover Sign Language preliminaries and a global survey of Sign
Language Machine Translation Systems with particular reference to Indian Sign Language …

A multi-stack RNN-based neural machine translation model for English to Pakistan sign language translation

U Farooq, MS Mohd Rahim, A Abid - Neural Computing and Applications, 2023 - Springer
Sign languages are gesture-based languages used by the deaf community of the world.
Every country has a different sign language and there are more than 200 sign languages in …

A review on arabic sign language translator systems

RM Mohammed, SM Kadhem - Journal of Physics: Conference …, 2021 - iopscience.iop.org
Deaf and dumb peoples are suffering difficulties most of the time in communicating with
society. They use sign language to communicate with each other and with normal people …

A comprehensive review on text to indian sign language translation systems

K Shah, S Rathi, R Shetty, K Mistry - Smart Trends in Computing and …, 2022 - Springer
Abstract Language is the primary means of communication used by every individual. It is a
tool to express greater ideas of ideas and emotions. It shapes thoughts and carries …