A Systematic Review of Hand Gesture Recognition: An Update From 2018 to 2024

AO Hashi, SZM Hashim, AB Asamah - IEEE Access, 2024 - ieeexplore.ieee.org
Hand gesture is the main method of communication for people who are hearing-impaired,
which poses a difficulty for millions of individuals worldwide when engaging with those who …

Automated Indian sign language recognition system by fusing deep and handcrafted feature

QM Areeb, M Nadeem, R Alroobaea, F Anwer - IEEE Access, 2022 - ieeexplore.ieee.org
Hearing-impaired people use sign language to express their thoughts and emotions and
reinforce information delivered in daily conversations. Though they make a significant …

Applying deep neural networks for the automatic recognition of sign language words: A communication aid to deaf agriculturists

A Venugopalan, R Reghunadhan - Expert Systems with Applications, 2021 - Elsevier
One of the major challenges that deaf people face in modern societal life is communication.
For those engaged in agricultural jobs, efficiency at work and productivity are deeply related …

Deep learning for dynamic hand gesture recognition: Applications, challenges and future scope

A Kaur, S Bansal - 2022 5th International Conference on …, 2022 - ieeexplore.ieee.org
Hand Gesture Recognition is a very promising area of research over the last decade. It has
found useful applications in touchless human-machine interaction in modern real-world …

Intelligent gloves: An IT intervention for deaf-mute people

A Babour, H Bitar, O Alzamzami… - Journal of Intelligent …, 2023 - degruyter.com
Deaf-mute people have much potential to contribute to society. However, communication
between deaf-mutes and non-deaf-mutes is a problem that isolates deaf-mutes from society …

Applying hybrid deep neural network for the recognition of sign language words used by the deaf covid-19 patients

A Venugopalan, R Reghunadhan - Arabian Journal for Science and …, 2023 - Springer
The rapid spread of the novel corona virus disease (COVID-19) has disrupted the traditional
clinical services all over the world. Hospitals and healthcare centers have taken extreme …

LiST: a lightweight framework for continuous indian sign language translation

RC Poonia - Information, 2023 - mdpi.com
Sign language is a natural, structured, and complete form of communication to exchange
information. Non-verbal communicators, also referred to as hearing impaired and hard of …

Indian sign language gesture recognition using deep convolutional neural network

M Varsha, CS Nair - 2021 8th International Conference on …, 2021 - ieeexplore.ieee.org
Communication is extremely important in ones life and the most widely used type of
communication is verbal communication. But there are people with hearing and speech …

Occlusion robust sign language recognition system for indian sign language using CNN and pose features

S Das, SK Biswas, B Purkayastha - Multimedia Tools and Applications, 2024 - Springer
Abstract The Sign Language Recognition System (SLRS) is a cutting-edge technology that
aims to enhance communication accessibility for the deaf community in India by replacing …