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 …

Reviewing 25 years of continuous sign language recognition research: Advances, challenges, and prospects

S Alyami, H Luqman, M Hammoudeh - Information Processing & …, 2024 - Elsevier
Sign language is a form of visual communication employing hand gestures, body
movements, and facial expressions. The growing prevalence of hearing impairment has …

Arsl21l: Arabic sign language letter dataset benchmarking and an educational avatar for metaverse applications

G Batnasan, M Gochoo, ME Otgonbold… - 2022 IEEE global …, 2022 - ieeexplore.ieee.org
It is complicated for the PwHL (people with hearing loss) to make a relationship with social
majority, which naturally demands an interactive auto computer systems that have ability to …

KArSL: Arabic sign language database

AAI Sidig, H Luqman, S Mahmoud… - ACM Transactions on …, 2021 - dl.acm.org
Sign language is the major means of communication for the deaf community. It uses body
language and gestures such as hand shapes, lib patterns, and facial expressions to convey …

Convolutional neural network based american sign language static hand gesture recognition

R Ahuja, D Jain, D Sachdeva, A Garg… - International Journal of …, 2019 - igi-global.com
Communicating through hand gestures with each other is simply called the language of
signs. It is an acceptable language for communication among deaf and dumb people in this …

Isolated video-based Arabic sign language recognition using convolutional and recursive neural networks

A Boukdir, M Benaddy, A Ellahyani… - Arabian Journal for …, 2021 - Springer
For natural and meaningful communication between the deaf community and the hearing
population, sign language is very important. Most of the Arab sign recognition studies have …

Isolated Word Sign Language Recognition Based on Improved SKResNet‐TCN Network

X Xu, K Meng, C Chen, L Lu - Journal of Sensors, 2023 - Wiley Online Library
This paper proposes an improved selective kernel network‐temporal convolutional
(SKResNet‐TCN) network‐based video recognition model for isolated word sign language …

Android based american sign language recognition system with skin segmentation and SVM

S Lahoti, S Kayal, S Kumbhare… - 2018 9th International …, 2018 - ieeexplore.ieee.org
People with hearing impairment use sign language for communication. They use hand
gestures to represent numbers, letters, words and sentences, which allows them to …

JUMLA-QSL-22: A Novel Qatari Sign Language Continuous Dataset

O El Ghoul, M Aziz, A Othman - IEEE Access, 2023 - ieeexplore.ieee.org
This paper proposes the first large-scale and annotated Qatari sign language dataset for
continuous sign language processing. This dataset focuses on phrases and sentences …

Bangla sign language interpretation using bag of features and Support Vector Machine

J Uddin, FN Arko, N Tabassum… - 2017 3rd International …, 2017 - ieeexplore.ieee.org
To complete any process, communication is necessary. Deaf and dumb people use special
language to communicate which is known as Sign Language. In this paper, we propose an …