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 …

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 …

[HTML][HTML] Facilitating the communication with deaf people: Building a largest Saudi sign language dataset

M Alsulaiman, M Faisal, M Mekhtiche… - Journal of King Saud …, 2023 - Elsevier
Recently, several countries have been trying hard to facilitate the integration of disabled
people into their societies by ensuring equal opportunities through ease of access to social …

A comparative review on applications of different sensors for sign language recognition

MS Amin, STH Rizvi, MM Hossain - Journal of Imaging, 2022 - mdpi.com
Sign language recognition is challenging due to the lack of communication between normal
and affected people. Many social and physiological impacts are created due to speaking or …

Sign language recognition using a combination of new vision based features

MM Zaki, SI Shaheen - Pattern Recognition Letters, 2011 - Elsevier
Sign languages are based on four components hand shape, place of articulation, hand
orientation, and movement. This paper presents a novel combination of vision based …

Arabic sign language recognition system using 2D hands and body skeleton data

MA Bencherif, M Algabri, MA Mekhtiche, M Faisal… - IEEE …, 2021 - ieeexplore.ieee.org
This paper presents a novel Arabic Sign Language (ArSL) recognition system, using
selected 2D hands and body key points from successive video frames. The system …

An intelligent arabic sign language recognition system using a pair of LMCs with GMM based classification

M Deriche, SO Aliyu, M Mohandes - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
In this paper, we propose a dual leap motion controllers (LMC)-based Arabic sign language
recognition system. More specifically, we introduce the concept of using both front and side …

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 …

Arabic sign language recognition using leap motion sensor

AS Elons, M Ahmed, H Shedid… - 2014 9th International …, 2014 - ieeexplore.ieee.org
Researchers in sign language recognition customized different sensors to capture hand
signs. Gloves, digital cameras, depth cameras and Kinect were used alternatively in most …

Transform-based Arabic sign language recognition

H Luqman, SA Mahmoud - Procedia Computer Science, 2017 - Elsevier
Sign language is an independent language that uses gestures and body language to
convey meaning. Sign language recognition facilities the communication between deaf and …