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Assistive technology for relieving communication lumber between hearing/speech impaired and hearing people

Authors :
Rini Akmeliawati
Donald Bailey
Sara Bilal
Serge Demidenko
Nuwan Gamage
Shujjat Khan
Ye Chow Kuang
Melanie Ooi
Gourab Sen Gupta
Source :
The Journal of Engineering (2014)
Publication Year :
2014
Publisher :
Wiley, 2014.

Abstract

This study proposes an automatic sign language translator, which is developed as assistive technology to help the hearing/speech impaired communities to communicate with the rest of the world. The system architecture, which includes feature extraction and recognition stages is described in detail. The signs are classified into two types: static and dynamic. Various types of sign features are presented and analysed. Recognition stage considers the hidden Markov model and segmentation signature. Real-time implementation of the system with the use of Windows7 and LINUX Fedora 16 operating systems with VMware workstation is presented in detail. The system has been successfully tested on Malaysian sign language.

Details

Language :
English
ISSN :
20513305
Database :
Directory of Open Access Journals
Journal :
The Journal of Engineering
Publication Type :
Academic Journal
Accession number :
edsdoj.8fddac2dd0fd4022b76d2c9581a8aa5a
Document Type :
article
Full Text :
https://doi.org/10.1049/joe.2014.0039