Reconstruction of convolutional neural network for sign language recognition

R Abiyev, JB Idoko, M Arslan - 2020 international conference on …, 2020 - ieeexplore.ieee.org
This paper presents a Sign Language translation model using Convolutional Neural
Networks (CNN). A sign language is a language which allows mute and hearing-impaired …

Sign language recognition: A comparative analysis of deep learning models

A Premkumar, R Hridya Krishna, N Chanalya… - … : Proceedings of ICICIT …, 2022 - Springer
Sign language is the primary means of communication used by deaf and dumb people.
Learning this language could be perplexing for humans; therefore, it is critical to develop a …

Sign language translation using deep convolutional neural networks

RH Abiyev, M Arslan, JB Idoko - KSII Transactions on Internet and …, 2020 - koreascience.kr
Sign language is a natural, visually oriented and non-verbal communication channel
between people that facilitates communication through facial/bodily expressions, postures …

Study of convolutional neural network in recognizing static American sign language

LY Bin, GY Huann, LK Yun - 2019 IEEE international …, 2019 - ieeexplore.ieee.org
Sign language is a form of communication language to connect a deaf-mute person to the
world. It involves the uses of hand gestures and body movement in order to express an idea …

Real Time Sign Language Recognition Framework For Two Way Communication

Y Tewari, P Soni, S Singh… - 2021 International …, 2021 - ieeexplore.ieee.org
The need to express oneself clearly and freely is a fundamental desire and must be
available to all regardless of any handicap they face. Often, people that endure hearing and …

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 …

American sign language recognition using convolutional neural network

S Ikram, N Dhanda - 2021 IEEE 4th international conference on …, 2021 - ieeexplore.ieee.org
There have been a lot of research and advancements for helping people who cannot speak
and listen with the help of modern technology. People like that can't even utilize voice …

Real-time sign language recognition using computer vision

JJ Raval, R Gajjar - 2021 3rd International Conference on …, 2021 - ieeexplore.ieee.org
Speech impairment is a disability that affects an individual's ability to verbal communication.
To overcome this issue sign language is used which is one of the most organised …

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 …

Sign Language recognition using convolutional neural network

A Kumar, S Kumar, S Singh, V Jha - ICT analysis and applications, 2022 - Springer
Sign language is learned by deaf and dumb, and usually, it is not known to normal people,
so it becomes a challenge for communication between a normal and hearing-impaired …