A review of the hand gesture recognition system: Current progress and future directions
This paper reviewed the sign language research in the vision-based hand gesture
recognition system from 2014 to 2020. Its objective is to identify the progress and what …
recognition system from 2014 to 2020. Its objective is to identify the progress and what …
Sign language recognition systems: A decade systematic literature review
A Wadhawan, P Kumar - Archives of computational methods in …, 2021 - Springer
Despite the importance of sign language recognition systems, there is a lack of a Systematic
Literature Review and a classification scheme for it. This is the first identifiable academic …
Literature Review and a classification scheme for it. This is the first identifiable academic …
Quantitative survey of the state of the art in sign language recognition
O Koller - arXiv preprint arXiv:2008.09918, 2020 - arxiv.org
This work presents a meta study covering around 300 published sign language recognition
papers with over 400 experimental results. It includes most papers between the start of the …
papers with over 400 experimental results. It includes most papers between the start of the …
DeepArSLR: A novel signer-independent deep learning framework for isolated arabic sign language gestures recognition
Hand gesture recognition has attracted the attention of many researchers due to its wide
applications in robotics, games, virtual reality, sign language and human-computer …
applications in robotics, games, virtual reality, sign language and human-computer …
RETRACTED ARTICLE: Machine learning based sign language recognition: a review and its research frontier
R Elakkiya - Journal of Ambient Intelligence and Humanized …, 2021 - Springer
In the recent past, research in the field of automatic sign language recognition using
machine learning methods have demonstrated remarkable success and made momentous …
machine learning methods have demonstrated remarkable success and made momentous …
A comprehensive survey and taxonomy of sign language research
ESM El-Alfy, H Luqman - Engineering Applications of Artificial Intelligence, 2022 - Elsevier
Sign language relies on visual gestures of human body parts to convey meaning and plays
a vital role in modern society to communicate and interact with people having hearing …
a vital role in modern society to communicate and interact with people having hearing …
Arabic sign language recognition using the leap motion controller
Sign language is important for facilitating communication between hearing impaired and the
rest of society. Two approaches have traditionally been used in the literature: image-based …
rest of society. Two approaches have traditionally been used in the literature: image-based …
Indian sign language alphabet recognition system using CNN with diffGrad optimizer and stochastic pooling
India has the largest deaf population in the world and sign language is the principal medium
for such persons to share information with normal people and among themselves. Yet …
for such persons to share information with normal people and among themselves. Yet …
Image-based and sensor-based approaches to Arabic sign language recognition
M Mohandes, M Deriche, J Liu - IEEE transactions on human …, 2014 - ieeexplore.ieee.org
Sign language continues to be the preferred method of communication among the deaf and
the hearing-impaired. Advances in information technology have prompted the development …
the hearing-impaired. Advances in information technology have prompted the development …
[HTML][HTML] Signer-independent Arabic Sign Language recognition system using deep learning model
Every one of us has a unique manner of communicating to explore the world, and such
communication helps to interpret life. Sign language is the popular language of …
communication helps to interpret life. Sign language is the popular language of …