Sign language recognition systems: A decade systematic literature review

A Wadhawan, P Kumar - Archives of computational methods in …, 2021 - Springer
Despite the importance of sign language recognition systems, there is a lack of a Systematic
Literature Review and a classification scheme for it. This is the first identifiable academic …

A novel detection and recognition method for continuous hand gesture using FMCW radar

Y Wang, A Ren, M Zhou, W Wang, X Yang - IEEE Access, 2020 - ieeexplore.ieee.org
In this article, a novel method for continuous hand gesture detection and recognition is
proposed based on a frequency modulated continuous wave (FMCW) radar. Firstly, we …

[HTML][HTML] A signer independent sign language recognition with co-articulation elimination from live videos: an Indian scenario

PK Athira, CJ Sruthi, A Lijiya - Journal of King Saud University-Computer …, 2022 - Elsevier
Due to the high population of hearing impaired and vocal disabled people in India, a sign
language interpretation system is becoming highly important for minimizing their isolation in …

Indian sign language alphabet recognition system using CNN with diffGrad optimizer and stochastic pooling

U Nandi, A Ghorai, MM Singh, C Changdar… - Multimedia Tools and …, 2023 - Springer
India has the largest deaf population in the world and sign language is the principal medium
for such persons to share information with normal people and among themselves. Yet …

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 …

Classification of histopathology images of lung cancer using convolutional neural network (CNN)

N Baranwal, P Doravari… - Disruptive Developments in …, 2022 - taylorfrancis.com
Cancer is the uncontrollable cell division of abnormal cells inside the human body, which
can spread to other body organs. It is a non-communicable diseases (NCDs), which account …

A review on hand gesture and sign language techniques for hearing impaired person

S Salim, MMA Jamil, R Ambar, MHA Wahab - … Learning Techniques for …, 2022 - Springer
Sign language has been used by deaf communities for over three centuries. It serves as a
platform for messaging and communicating. New sign languages are emerging in deaf …

Sign language recognition using machine learning

J Manikandan, BV Krishna… - … and Smart Electrical …, 2022 - ieeexplore.ieee.org
One of the ways to communicate with deaf and dumb individuals is through sign language.
So, in order to speak with deaf and dumb people, one should learn sign language; yet …

Indian sign language recognition system using network deconvolution and spatial transformer network

A Ghorai, U Nandi, C Changdar, T Si, MM Singh… - Neural Computing and …, 2023 - Springer
A sign language recognition system can be applied to reduce a communication gap
between deaf and normal persons. However, the Indian sign language recognition (ISL) …

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 …