Sign language: a systematic review on classification and recognition

S Renjith, R Manazhy - Multimedia Tools and Applications, 2024 - Springer
Sign language serves as an alternative communication mode for those with limitations in
hearing and speaking abilities. In India, an estimated population of around 2.7 million …

Sign language recognition using multiple kernel learning: A case study of Pakistan sign language

F Shah, MS Shah, W Akram, A Manzoor… - Ieee …, 2021 - ieeexplore.ieee.org
All over the world, deaf people use sign language as the only reliable source of
communication with each other as well as with normal people. These communicating signs …

Pakistan sign language recognition: leveraging deep learning models with limited dataset

HM Hamza, A Wali - Machine Vision and Applications, 2023 - Springer
Sign language is the predominant form of communication among a large group of society.
The nature of sign languages is visual. This makes them very different from spoken …

[HTML][HTML] Enhancing sign language recognition using CNN and SIFT: A case study on Pakistan sign language

S Arooj, S Altaf, S Ahmad, H Mahmoud… - Journal of King Saud …, 2024 - Elsevier
Millions of people who have trouble hearing rely heavily on sign language as their primary
means of communication. As a form of visual language, sign language is primarily used as …

[HTML][HTML] Fingertip gestures recognition using leap motion and camera for interaction with virtual environment

IU Rehman, S Ullah, D Khan, S Khalid, A Alam… - Electronics, 2020 - mdpi.com
The emergence in computing and the latest hardware technologies realized the use of
natural interaction with computers. Gesture-based interaction is one of the prominent fields …

GIST: Gesture-free Interaction by the Status of Thumb; an interaction technique for Virtual Environments

M Raees, S Ullah, SU Rahman - Journal of Artificial Intelligence and …, 2019 - iecscience.org
User interface has special importance in immersive virtual environments. Interactions based
on the simple and conceivable gestures of a hand may enhance immersivity of a Virtual …

A neural-network based web application on real-time recognition of Pakistani sign language

AA Mujeeb, AH Khan, S Khalid, MS Mirza… - … Applications of Artificial …, 2024 - Elsevier
Communication between deaf and non-deaf individuals is affected by a language barrier, as
the hearing-impaired rely on sign language to communicate. This two-way process requires …

VEN-3DVE: vision based egocentric navigation for 3D virtual environments

M Raees, S Ullah, SU Rahman - International Journal on Interactive …, 2019 - Springer
Navigation is moving inside a virtual environment to reach to a desired object or location.
This paper presents a new egocentric navigation technique for exploring a virtual scene by …

Pakistan sign language recognition and translation system using leap motion device

N Raziq, S Latif - Advances on P2P, Parallel, Grid, Cloud and Internet …, 2017 - Springer
The recent innovation in the technology and introduction of new gesture control based
devices, like leap motion controller, have revolutionized computing. Technology that can …

Factors Affecting the Uniformity of Sign Language: Perceptions of Teachers of Students with Hearing Impairment

ZR Ali, A Kanwal, G Ishrat - Annals of Human and Social Sciences, 2023 - ojs.ahss.org.pk
The main purpose of this study was to examine the perception of teachers of students with
hearing impairment (SWHI) about the factors affecting the uniformity of the sign language …