Sign language recognition application systems for deaf-mute people: a review based on input-process-output

R Anderson, F Wiryana, MC Ariesta… - Procedia computer …, 2017 - Elsevier
Abstract Sign Language Recognition is a breakthrough for helping deaf-mute people and
has been researched for many years. Unfortunately, every research has its own limitations …

A comprehensive review of sign language recognition: Different types, modalities, and datasets

M Madhiarasan, PP Roy - arXiv preprint arXiv:2204.03328, 2022 - arxiv.org
A machine can understand human activities, and the meaning of signs can help overcome
the communication barriers between the inaudible and ordinary people. Sign Language …

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 …

Dynamic hand gesture recognition using vision-based approach for human–computer interaction

J Singha, A Roy, RH Laskar - Neural Computing and Applications, 2018 - Springer
In this work, a vision-based approach is used to build a dynamic hand gesture recognition
system. Various challenges such as complicated background, change in illumination and …

Sign language recognition using image based hand gesture recognition techniques

AS Nikam, AG Ambekar - 2016 online international conference …, 2016 - ieeexplore.ieee.org
Hand gesture is one of the method used in sign language for non-verbal communication. It is
most commonly used by deaf & dumb people who have hearing or speech problems to …

[图书][B] Indian sign language gesture recognition using image processing and deep learning

NK Bhagat, Y Vishnusai, GN Rathna - 2019 - ieeexplore.ieee.org
Speech impaired people use hand based gestures to communicate. Unfortunately, the vast
majority of the people are not aware of the semantics of these gestures. In a attempt to …

Sign language recognition system using TensorFlow object detection API

S Srivastava, A Gangwar, R Mishra, S Singh - International conference on …, 2021 - Springer
Communication is defined as the act of sharing or exchanging information, ideas or feelings.
To establish communication between two people, both of them are required to have …

Real-time translation of Indian sign language using LSTM

E Abraham, A Nayak, A Iqbal - 2019 global conference for …, 2019 - ieeexplore.ieee.org
Sign language is the only medium of communication for the speech-impaired community
while the rest of the population communicate verbally. This project aims to bridge this …

Signet: A deep learning based indian sign language recognition system

CJ Sruthi, A Lijiya - 2019 International conference on …, 2019 - ieeexplore.ieee.org
Sign language is the primary mode of communication between hearing and vocally impaired
population. The government of India has enacted the Rights of Persons with Disabilities Act …

Image-based bengali sign language alphabet recognition for deaf and dumb community

AM Rafi, N Nawal, NSN Bayev, L Nima… - 2019 IEEE global …, 2019 - ieeexplore.ieee.org
For the deaf and dumb (D&D) people, sign language is one of the primary and most used
methods for communication. All over the world, every day the D&D community faces …