A comprehensive study on sign languages recognition systems using (SVM, KNN, CNN and ANN)

RAAR Agha, MN Sefer, P Fattah - … on Data Science, E-learning and …, 2018 - dl.acm.org
The needs of communities and the new emerging technologies aspire researchers to come
up with new and innovative ways to fulfil these needs. Sign languages are said to be a …

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 …

A Systematic Mapping of Computer Vision-Based Sign Language Recognition

J Jiménez-Salas… - … Conference on Inclusive …, 2022 - ieeexplore.ieee.org
Sign languages are the primary mean of communication for the majority of deaf people.
Unfortunately, there are multiple barriers due to the lack of assistive technologies, this …

Egyptian sign language recognition using cnn and lstm

A Elhagry, RG Elrayes - arXiv preprint arXiv:2107.13647, 2021 - arxiv.org
Sign language is a set of gestures that deaf people use to communicate. Unfortunately,
normal people don't understand it, which creates a communication gap that needs to be …

Recognition of Indian sign language alphabets for hearing and speech impaired people using deep learning

K Pardeshi, R Sreemathy… - … of international conference …, 2019 - papers.ssrn.com
A large portion of the hearing and speech impaired are deprived of any education and just
around 1-2% of the hearing and speech impaired get schooling in Indian sign language …

Light weight Real Time Indian Sign Language Symbol Recognition with Captioning and Speech Output

MM Varma, T Kashinath, T Jain… - … Conference on Smart …, 2022 - ieeexplore.ieee.org
Sign language is the principal mode of communication for the vision and hearing impaired. It
has allowed us to communicate with differently-abled individuals in a manner that is as …

Esldl: An integrated deep learning model for egyptian sign language recognition

SAE Aly, A Hassanin, S Bekhet - 2021 3rd Novel Intelligent and …, 2021 - ieeexplore.ieee.org
Sign languages is a critical requirement that helps deaf people to express their needs,
feelings and emotions using a variety of hand gestures throughout their daily life. This …

Malayalam Sign Language Character Recognition System

S Praneel, AS George, A Kurian… - … Conference on Circuit …, 2023 - ieeexplore.ieee.org
Sign language plays a critical role in facilitating communication among individuals with
hearing or speaking disabilities. Until September 2021, signers from Kerala had to rely on …

Detection of Indian Regional Sign Language Through Convolutional Neural Network

M Baroliya, H Srivastava, A Iyer… - … Global Conference on …, 2023 - ieeexplore.ieee.org
The objective of this endeavor is to create a specialized sign language recognition system
created specifically for Kannada, an indigenous language spoken in India. While there are …

Video-based Sign Language Recognition using Recurrent Neural Networks

V Puranik, V Gawande, J Gujarathi… - 2022 2nd Asian …, 2022 - ieeexplore.ieee.org
Deaf-mute people regularly confront communication challenges with people who can hear
and speak as the primary means of communication they use is sign language. People often …