A survey on sign language recognition using smartphones

S Ghanem, C Conly, V Athitsos - … of the 10th International Conference on …, 2017 - dl.acm.org
Deaf people around the globe use sign languages for their communication needs.
Innovations of new technologies, such as smartphones, offer a host of new functionalities to …

Arabic sign language recognition using Ada-Boosting based on a leap motion controller

B Hisham, A Hamouda - International Journal of Information Technology, 2021 - Springer
Abstract According to the World Health Organization (WHO), 466 million people are suffering
from hearing loss, ie, 5% of the world population, of which 432 million (93%) are adults and …

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 …

A static hand gesture and face recognition system for blind people

S Sharma, S Jain - 2019 6th International Conference on …, 2019 - ieeexplore.ieee.org
This paper presents a recognition system, which can be helpful for a blind person. Hand
gesture recognition system and face recognition system has been implemented in this paper …

Supervised learning classifiers for Arabic gestures recognition using Kinect V2

B Hisham, A Hamouda - SN Applied Sciences, 2019 - Springer
Abstract Human–Computer Interaction (HCI) refers to the interaction between the computers
and human. One of the most important applications of (HCI) is sign language recognition …

A lightweight architecture for hand gesture recognition

TL Dang, TH Pham, QM Dang, N Monet - Multimedia Tools and …, 2023 - Springer
This paper proposes a lightweight architecture to recognize hand gestures that can be
implemented in the resource-constrained device. There are two main components in our …

An AI-based approach for improved sign language recognition using multiple videos

C Dignan, E Perez, I Ahmad, M Huber… - Multimedia Tools and …, 2022 - Springer
People with hearing and speaking disabilities face significant hurdles in communication.
The knowledge of sign language can help mitigate these hurdles, but most people without …

Unwearable multi-modal gestures recognition system for interaction with mobile devices in unexpected situations

H Elleuch, A Wali - IIUM Engineering Journal, 2019 - journals.iium.edu.my
In this paper, a novel real-time system to control mobile devices, in unexpected situations
like driving, cooking and practicing sports, based on eyes and hand gestures is proposed …

Interacting with mobile devices by fusion eye and hand gestures recognition systems based on decision tree approach

H Elleuch, A Wali, A Samet… - … Conference on Machine …, 2017 - spiedigitallibrary.org
Two systems of eyes and hand gestures recognition are used to control mobile devices.
Based on a real-time video streaming captured from the device's camera, the first system …

Developing a novel hands-free interaction technique based on nose and teeth movements for using mobile devices

MN Islam, MS Aadeeb, RR Khan, MMH Munna… - IEEE …, 2021 - ieeexplore.ieee.org
Human-mobile interaction is aimed at facilitating interaction with the smartphone devices.
The conventional way to interact with mobile devices is through manual input where most of …