A survey on artificial intelligence in Chinese sign language recognition

X Jiang, SC Satapathy, L Yang, SH Wang… - Arabian Journal for …, 2020 - Springer
Abstract Chinese Sign Language (CSL) offers the main means of communication for the
hearing impaired in China. Sign Language Recognition (SLR) can shorten the distance …

Korean sign language recognition using transformer-based deep neural network

J Shin, AS Musa Miah, MAM Hasan, K Hirooka… - Applied Sciences, 2023 - mdpi.com
Sign language recognition (SLR) is one of the crucial applications of the hand gesture
recognition and computer vision research domain. There are many researchers who have …

Retracted article: a study on Arabic sign language recognition for differently abled using advanced machine learning classifiers

M Mustafa - Journal of Ambient Intelligence and Humanized …, 2021 - Springer
This study is proposed to review the sign language recognition system based on different
classifier techniques. Mostly the Neural Network and Deep Learning-based classifiers were …

Technical approaches to Chinese sign language processing: A review

SM Kamal, Y Chen, S Li, X Shi, J Zheng - IEEE Access, 2019 - ieeexplore.ieee.org
As with the huge number of deaf-mute people in China is of concern, there is a growing
need to integrate them into mainstream society through the use of efficient sign language …

Sign language recognition application systems for deaf-mute people: a review based on input-process-output

R Anderson, F Wiryana, MC Ariesta… - Procedia computer …, 2017 - Elsevier
Abstract Sign Language Recognition is a breakthrough for helping deaf-mute people and
has been researched for many years. Unfortunately, every research has its own limitations …

A new benchmark on american sign language recognition using convolutional neural network

MM Rahman, MS Islam, MH Rahman… - … for Industry 4.0 (STI), 2019 - ieeexplore.ieee.org
The listening or hearing impaired (deaf/dumb) people use a set of signs, called sign
language instead of speech for communication among them. However, it is very challenging …

Signet: A deep learning based indian sign language recognition system

CJ Sruthi, A Lijiya - 2019 International conference on …, 2019 - ieeexplore.ieee.org
Sign language is the primary mode of communication between hearing and vocally impaired
population. The government of India has enacted the Rights of Persons with Disabilities Act …

SIBI sign language recognition using convolutional neural network combined with transfer learning and non-trainable parameters

N Thiracitta, H Gunawan - Procedia Computer Science, 2021 - Elsevier
Abstract Sign Language Recognition (SLR) is a complex classification problem to be solved.
Every language has their own syntax and grammar. New model combination and dataset is …

[HTML][HTML] Machine learning methods for sign language recognition: A critical review and analysis

IA Adeyanju, OO Bello, MA Adegboye - Intelligent Systems with …, 2021 - Elsevier
Sign language is an essential tool to bridge the communication gap between normal and
hearing-impaired people. However, the diversity of over 7000 present-day sign languages …

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 …