A Systematic Review of Hand Gesture Recognition: An Update From 2018 to 2024

AO Hashi, SZM Hashim, AB Asamah - IEEE Access, 2024 - ieeexplore.ieee.org
Hand gesture is the main method of communication for people who are hearing-impaired,
which poses a difficulty for millions of individuals worldwide when engaging with those who …

Recognition of Indian sign language (ISL) using deep learning model

S Sharma, S Singh - Wireless personal communications, 2022 - Springer
An efficient sign language recognition system (SLRS) can recognize the gestures of sign
language to ease the communication between the signer and non-signer community. In this …

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 …

[HTML][HTML] A Systematic Review of Accessibility Techniques for Online Platforms: Current Trends and Challenges

V Bercaru, N Popescu - Applied Sciences, 2024 - mdpi.com
Accessibility in online platforms is a critical concern in our increasingly digital world, where
information and services are predominantly accessed through the Internet. The purpose of …

ISL recognition system using integrated mobile-net and transfer learning method

S Sharma, S Singh - Expert Systems with Applications, 2023 - Elsevier
A sign language recognition system (SLRS) facilitates the flow of information between the
signer and non-signer communities. In recent years, deep learning has become ubiquitous …

Gesture-to-text translation using surf for Indian sign language

KM Tripathi, P Kamat, S Patil, R Jayaswal… - Applied System …, 2023 - mdpi.com
This research paper focuses on develo** an effective gesture-to-text translation system
using state-of-the-art computer vision techniques. The existing research on sign language …

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) …

Real-time word level sign language recognition using YOLOv4

S Sharma, R Sreemathy, M Turuk… - 2022 International …, 2022 - ieeexplore.ieee.org
Sign Language is a communication language for hearing and speech impaired people. To
establish communication between hearing/speech impaired people and normal people …

(2+ 1) D-SLR: an efficient network for video sign language recognition

F Wang, Y Du, G Wang, Z Zeng, L Zhao - Neural Computing and …, 2022 - Springer
The most existing sign language recognition methods have made significant progress.
However, there are still problems in the field of sign language recognition: Traditional SLR …

Indian Sign Language Recognition using transfer learning with Efficient Net

MK Vidhyalakshmi, K Jagadeesh, BS Dharmaraj… - Smart …, 2024 - Taylor & Francis
Automatic conversion of sign language into text or speech can be really useful in
communicating among deaf or mute people with no sign language knowledge. The present …