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 …

Real-time Arabic avatar for deaf-mute communication enabled by deep learning sign language translation

FM Talaat, W El-Shafai, NF Soliman, AD Algarni… - Computers and …, 2024 - Elsevier
Deaf-mute individuals encounter substantial difficulties in their daily lives due to
communication impediments. These individuals may encounter difficulties in social contact …

[HTML][HTML] Deep learning for object recognition: A comprehensive review of models and algorithms

P Tsirtsakis, G Zacharis, GS Maraslidis… - International Journal of …, 2025 - Elsevier
The rapid advancements in artificial intelligence (AI) and machine learning (ML) have
significantly enhanced progress in computer vision, opening doors to innovative …

A multi-lingual sign language recognition system using machine learning

FM Najib - Multimedia Tools and Applications, 2024 - Springer
Recently, automatic sign language recognition field gets a great attention. Machine learning
algorithms are mainly used to recognize hand gestures. Most of recent studies train their …

[HTML][HTML] Real-time sign language detection: Empowering the disabled community

S Kumar, R Rani, U Chaudhari - MethodsX, 2024 - Elsevier
Interaction and communication for normal human beings are easier than for a person with
disabilities like speaking and hearing who may face communication problems with other …

Exploring Sign Language Detection on Smartphones: A Systematic Review of Machine and Deep Learning Approaches

I Alam, A Hameed, RA Ziar - Advances in Human‐Computer …, 2024 - Wiley Online Library
In this modern era of technology, most of the accessibility issues are handled with the help of
smart devices and cutting‐edge gadgets. Smartphones play a crucial role in addressing …

[HTML][HTML] From Predictive Analytics to Emotional Recognition-The Evolving Landscape of Cognitive Computing in Animal Welfare

S Neethirajan - International Journal of Cognitive Computing in …, 2024 - Elsevier
This paper explores the fusion of data science and cognitive techniques in deciphering the
behaviors and emotions of farm animals. The focus is on the strategic application of digital …

Occlusion robust sign language recognition system for indian sign language using CNN and pose features

S Das, SK Biswas, B Purkayastha - Multimedia Tools and Applications, 2024 - Springer
Abstract The Sign Language Recognition System (SLRS) is a cutting-edge technology that
aims to enhance communication accessibility for the deaf community in India by replacing …

British Sign Language Detection Using Ultra-Wideband Radar Sensing and Residual Neural Network

U Saeed, SA Shah, YY Ghadi, H Hameed… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
This study represents a significant advancement in sign language detection (SLD), a crucial
tool for enhancing communication and fostering inclusivity among the hearing-impaired …

Hand Gesture Recognition System using Feedback CNN

P Dhanalakshmi, MV Sree, T Hindu… - … on Applied Artificial …, 2024 - ieeexplore.ieee.org
Sign language recognition is a pivotal challenge in bridging the interaction gaps for the
hearing impaired. The research addresses this challenge by proposing an innovative …