An Improved Real-Time Sign Language Recognition using Transfer Learning

L Goel, NP Karthik, MJ Naidu, P Sinha… - … Computing and Data …, 2023 - ieeexplore.ieee.org
For decades, many researchers have been working on finding efficient solutions to
implement sign language recognition systems through various technologies. Sign …

[图书][B] Sign Language Recognizer framework based on deep learning algorithms

A Akandeh - 2021 - search.proquest.com
Abstract According to the World Health Organization (WHO, 2017), 5% of the world's
population have hearing loss. Most people with hearing disabilities communicate via sign …

Efhamni: A Deep Learning-Based Saudi Sign Language Recognition Application

L Al Khuzayem, S Shafi, S Aljahdali, R Alkhamesie… - Sensors, 2024 - mdpi.com
Deaf and hard-of-hearing people mainly communicate using sign language, which is a set of
signs made using hand gestures combined with facial expressions to make meaningful and …

Descriptive Review on a Nepali Sign Language Recognition System

K Sapkota, S Rana, S Khandal, Y Tamang… - Advanced Computer …, 2023 - taylorfrancis.com
Sign language, being the basic means of communication between speciallyabled people,
that is, deaf, and normal ones, a massive amount of research works has been carried out in …

Sign language recognition for daily activites using deep learning

S Shoba, B Chanthini, A Sasithradevi… - … for Natural Language …, 2023 - igi-global.com
Sign language recognition has become a critical research in the field of computer vision as
the need of disability solutions grow. Sign language acts as a bridge to reduce the …

Indian sign language recognition using mediapipe holistic

K Goyal - arXiv preprint arXiv:2304.10256, 2023 - arxiv.org
Deaf individuals confront significant communication obstacles on a daily basis. Their
inability to hear makes it difficult for them to communicate with those who do not understand …

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 …

[HTML][HTML] DeepASLR: A CNN based human computer interface for American Sign Language recognition for hearing-impaired individuals

A Kasapbaşi, AEA Elbushra, ALH Omar… - Computer methods and …, 2022 - Elsevier
Background Sign language is an essential means of communication for hearing-impaired
individuals. Objective We aimed to develop an American sign language recognition dataset …

SignNet: A Deep Learning Architecture for Accurate Sign Language Recognition from Images

K Sahu, T Saraswat, R Sawhney - 2023 14th International …, 2023 - ieeexplore.ieee.org
Sign Language, as the word is self-explanatory, it means using the signs, or herein we can
also call them as gestures for inter-communication between people who are specially-abled …

CNN-based real-time Indian sign language recognition system

A Sarkar, AK Talukdar, KK Sarma - Advances in Computational …, 2020 - Springer
Sign language is a way by which deaf and dumb people can express their thoughts and
feelings. Deaf and dumb people use hand shape, body movements, and facial expressions …