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 …

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 …

Utilizing motion and spatial features for sign language gesture recognition using cascaded CNN and LSTM models

H Luqman, E ELALFY - Turkish Journal of Electrical …, 2022 - journals.tubitak.gov.tr
Sign language is a language produced by body parts gestures and facial expressions. The
aim of an automatic sign language recognition system is to assign meaning to each sign …

Video-Based Sign Language Recognition via ResNet and LSTM Network

J Huang, V Chouvatut - Journal of Imaging, 2024 - mdpi.com
Sign language recognition technology can help people with hearing impairments to
communicate with non-hearing-impaired people. At present, with the rapid development of …

[PDF][PDF] Perbandingan Pre-Trained CNN: Klasifikasi Pengenalan Bahasa Isyarat Huruf Hijaiyah

RMY Brianorman, R Munir - Jurnal Sistem Informasi Bisnis, 2023 - informatika.stei.itb.ac.id
Jumlah tuna rungu yang didokumentasikan terus meningkat. Untuk berkomunikasi satu
sama lain, kaum tuli menggunakan bahasa isyarat. Masalah muncul ketika umat Islam yang …

Arabic sign language recognition algorithm based on deep learning for smart cities

I Hmida, NB Romdhane - The 3rd International Conference on …, 2022 - ieeexplore.ieee.org
The deaf community relies on sign language as a primary means of communication.
Automatic finger spelling recognition transcribes sign language into text. Such recognition …

[PDF][PDF] IntellectSoft: Intelligence which works for Physically Disabled People

SS Chaudhari, MR Bhoite, MP Shinde, LP MMIT… - COMPUTER, 2022 - journalcrd.org
Hand gesture is one of the methods used in sign language for non-verbal communication. It
is most commonly used by deaf & dumb people who have hearing or speech problems to …