[HTML][HTML] Enhancing Arabic Sign Language Interpretation: Leveraging Convolutional Neural Networks and Transfer Learning

S Al Ahmadi, F Muhammad, H Al Dawsari - Mathematics, 2024 - mdpi.com
In a world essentializing communication for human connection, the deaf community
encounters distinct barriers. Sign language, their main communication method is rich in …

Empowering Hearing Impaired Communication Through Gesture Interpretation In Indian Sign Language Using Deep Learning

P Prema, S Shakthi, J Savitha… - … Conference on Data …, 2023 - ieeexplore.ieee.org
Indian Sign Language (ISL) is pivotal for the deaf community in India, aiming to surmount
communication barriers and promote inclusivity. However, conveying technical nuances …

Automated CNN model for Indian Sign Language Gesture Recognition

VK Sambhav, R Rajmohan - 2024 10th International …, 2024 - ieeexplore.ieee.org
This paper presents the development and evaluation of a Convolutional Neural Network
(CNN)-based model for the real-time recognition of Indian Sign Language (ISL) gestures …

Recent Progress in Arabic Sign Language Recognition: Utilizing Convolutional Neural Networks (CNN)

MA Hassan, AH Ali, AA Sabri - BIO Web of Conferences, 2024 - bio-conferences.org
The advancement of assistive communication technology for the deaf and hard-of-hearing
community is an area of significant research interest. In this study, we present a …

Sign to speech convolutional neural network-based filipino sign language hand gesture recognition system

MBD Jarabese, CS Marzan, JQ Boado… - 2021 International …, 2021 - ieeexplore.ieee.org
Sign Language Recognition is a breakthrough for helping deaf-mute people and has been
studied for many years. Unfortunately, every research has its own limitation and are still …

[PDF][PDF] ArSL-CNN: a convolutional neural network for Arabic sign language gesture recognition

AA Alani, G Cosma - Indonesian journal of electrical engineering and …, 2021 - academia.edu
Sign language (SL) is a visual language means of communication for people with deafness
or hearing impairments. In Arabic-speaking countries, there are many arabic sign languages …

Esldl: An integrated deep learning model for egyptian sign language recognition

SAE Aly, A Hassanin, S Bekhet - 2021 3rd Novel Intelligent and …, 2021 - ieeexplore.ieee.org
Sign languages is a critical requirement that helps deaf people to express their needs,
feelings and emotions using a variety of hand gestures throughout their daily life. This …

Ghanaian sign language recognition using deep learning

LK Odartey, Y Huang, EE Asantewaa… - Proceedings of the 2019 …, 2019 - dl.acm.org
Sign Languages, unlike natural languages, involve the use of continuous gestures, body
languages, facial expressions and hand movements to convey meaning and most …

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 helping to bridge the gap between people
with hearing impairments and the general public. It holds paramount importance for various …

Pashto Isolated Digits Sign Language Recognition

Y Saifnijat, A Qaderi - 2023 14th International Conference on …, 2023 - ieeexplore.ieee.org
Effective communication involves the ability to hear and listen without any hindrances.
However, communicating with the deaf community can be challenging, even when one is …