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 …

Signer-independent Arabic Sign Language recognition system using deep learning model

KK Podder, M Ezeddin, MEH Chowdhury, MSI Sumon… - Sensors, 2023 - mdpi.com
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 …

Automatic translation of Arabic text-to-Arabic sign language

H Luqman, SA Mahmoud - Universal Access in the Information Society, 2019 - Springer
Arabic sign language (ArSL) is a full natural language that is used by the deaf in Arab
countries to communicate in their community. Unfamiliarity with this language increases the …

An efficient two-stream network for isolated sign language recognition using accumulative video motion

H Luqman - IEEE Access, 2022 - ieeexplore.ieee.org
Sign language is the primary communication medium for persons with hearing impairments.
This language depends mainly on hand articulations accompanied by nonmanual gestures …

Towards hybrid multimodal manual and non-manual Arabic sign language recognition: MArSL database and pilot study

H Luqman, ESM El-Alfy - Electronics, 2021 - mdpi.com
Sign languages are the main visual communication medium between hard-hearing people
and their societies. Similar to spoken languages, they are not universal and vary from region …

An energy-based method for orientation correction of EMG bracelet sensors in hand gesture recognition systems

LIB López, ÁLV Caraguay, VH Vimos, JA Zea… - Sensors, 2020 - mdpi.com
Hand gesture recognition (HGR) systems using electromyography (EMG) bracelet-type
sensors are currently largely used over other HGR technologies. However, bracelets are …

Joint space representation and recognition of sign language fingerspelling using Gabor filter and convolutional neural network

H Luqman, ESM El-Alfy, GM BinMakhashen - Multimedia Tools and …, 2021 - Springer
In this work, we are proposing a new technique for visual recognition of fingerspelling of a
sign language by fusing multiple spatial and spectral representations of manual gesture …

A machine translation system from Arabic sign language to Arabic

H Luqman, SA Mahmoud - Universal Access in the Information Society, 2020 - Springer
Arabic sign language (ArSL) is one of the sign languages that is used in Arab countries. This
language has structure and grammar that differ from spoken Arabic. Available ArSL …

Image‐Based Arabic Sign Language Recognition System Using Transfer Deep Learning Models

Q Bani Baker, N Alqudah, T Alsmadi… - … Intelligence and Soft …, 2023 - Wiley Online Library
Sign language is a unique communication tool hel** to bridge the gap between people
with hearing impairments and the general public. It holds paramount importance for various …

[PDF][PDF] Arabic sign language characters recognition based on a deep learning approach and a simple linear classifier

A Hasasneh - Jordanian Journal of Computers and …, 2020 - pdfs.semanticscholar.org
One of the best ways of communication between deaf people and hearing people is based
on sign language or so-called hand gestures. In the Arab society, only deaf people and …