Malayalam Sign Language Character Recognition System

S Praneel, AS George, A Kurian… - … Conference on Circuit …, 2023 - ieeexplore.ieee.org
Sign language plays a critical role in facilitating communication among individuals with
hearing or speaking disabilities. Until September 2021, signers from Kerala had to rely on …

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 …

Sign language recognition of Malayalam alphabets using transfer learning

A Salim - … Conference on Power, Instrumentation, Control and …, 2023 - ieeexplore.ieee.org
Sign languages, like any other natural language, rely on a set of symbols or gestures to
convey meaning. The recognition of these symbols is crucial for the development of …

Indian Sign Language Recognition system for dynamic signs

A Singh, A Wadhawan, M Rakhra… - … (Trends and Future …, 2022 - ieeexplore.ieee.org
Sign language is a means of communication utilising manual gestures (movement of hands
and wrists) and non-manual gestures (expressions of face and body language). There are …

A comprehensive review on sign language recognition using machine learning

J Singh, D Singh - 2022 10th International Conference on …, 2022 - ieeexplore.ieee.org
The people of the dumb and deaf community adopt sign language to talk with one another.
Sign language is an effective method for the interaction between speech and hearing …

Indian Sign Language Character Recognition System

P Mohan, T Sabarwal… - 2023 4th International …, 2023 - ieeexplore.ieee.org
Sign language is a vital mode of communication for the deaf community worldwide.
However, even to this day, there exists an evident communication gap between signers and …

Arabic and american sign languages alphabet recognition by convolutional neural network

S Alshomrani, L Aljoudi, M Arif - Advances in Science and …, 2021 - yadda.icm.edu.pl
Hearing loss is a common disability that occurs in many people worldwide. Hearing loss can
be mild to complete deafness. Sign language is used to communicate with the deaf …

Indian alphabets and digits sign recognition using pretrained model

K Mistree, D Thakor, B Bhatt - … and Applications, Volume 2: Proceedings of …, 2022 - Springer
Deaf community uses sign language as their natural language and also as their first
language. Indian sign language (ISL) is primary language for deaf people of India, which …

Sign language recognition: high performance deep learning approach applyied to multiple sign languages

A El Zaar, N Benaya, A El Allati - E3S Web of Conferences, 2022 - e3s-conferences.org
In this paper we present a high performance Deep Learning architecture based on
Convolutional Neural Network (CNN). The proposed architecture is effective as it is capable …

Real-time Arabic Sign Language Recognition using CNN and OpenCV

S Almana, A Al-Omary - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Sign language is the way of interacting for hearing impaired people. Each Sign language
has multiple dialects. The world suffers from a lack of interaction between impaired and …