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 …

Indian Sign Language Recognition Using Convolutional Neural Networks

KR Velmula, I Linginani, KB Reddy, P Meghana… - … on Advances in …, 2021 - Springer
The Communication plays an essential role in our daily life. People who are hearing and/or
speech impaired find it difficult to communicate with others. To aid the deaf and dumb in …

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 …

A static hand gesture based sign language recognition system using convolutional neural networks

D Hatibaruah, AK Talukdar… - 2020 IEEE 17th India …, 2020 - ieeexplore.ieee.org
Sign language (SL) is the basic means by which deaf and dumb person communicate.
However, these SLs are not known to the majority of healthy people. In our paper, we have …

[PDF][PDF] a study on Indian sign language recognition using deep learning approach

S Bandyopadhyay - IJSRD-International Journal for Scientific …, 2020 - researchgate.net
Sign language recognition has been a wellresearched topic for American Sign Language
(ASL), but regarding Indian Sign Language (ISL), few research works have been published …

[PDF][PDF] Recognizing Bengali sign language gestures for digits in real time using convolutional neural network

K Ahammad, JAB Shawon, P Chakraborty… - International Journal of …, 2021 - academia.edu
Recognizing sign language gestures for different languages has been found as a promising
field of research that explores the possibility of communication by interpreting various signs …

Indian sign language recognition using convolutional neural network

R Patil, V Patil, A Bahuguna… - ITM web of …, 2021 - itm-conferences.org
Communicating with the person having hearing disability is always a major challenge. The
work presented in paper is an exertion (extension) towards examining the difficulties in …

A 2d fast deep neural network for static indian sign language recognition

AS Menon, CJ Sruthi, A Lijiya - 2022 International Conference …, 2022 - ieeexplore.ieee.org
Sign Language Recognition is one of the most researched topics in the field of computer
vision. Hearing-impaired people use sign languages to communicate with the rest of society …

Indian sign language recognition using deep learning

P Mistry, V Jotaniya, P Patel, N Patel… - … conference on artificial …, 2021 - ieeexplore.ieee.org
Sign language is used by people having speaking and hearing disabilities. It generally has
a set of words, where each word is represented by one or more hand gestures in sequence …

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 …