Pattern matching for automatic sign language translation system using LabVIEW

This paper presents an automatic sign language translator, which is able to translate Malaysian sign language using pattern-matching algorithm. The sign language translator is a vision-based system where the image of the sign is captured by a camera, processed and translated into English by the comp...

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Main Authors:	Domingo, Andreas, Akmeliawati, Rini, Kuang, Ye Chow
Format:	Conference or Workshop Item
Language:	English
Published:	2007
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://irep.iium.edu.my/5380/ http://irep.iium.edu.my/5380/ http://irep.iium.edu.my/5380/ http://irep.iium.edu.my/5380/1/icias2007_andreas.pdf

id	iium-5380
recordtype	eprints
spelling	iium-53802012-05-23T01:36:12Z http://irep.iium.edu.my/5380/ Pattern matching for automatic sign language translation system using LabVIEW Domingo, Andreas Akmeliawati, Rini Kuang, Ye Chow TK Electrical engineering. Electronics Nuclear engineering This paper presents an automatic sign language translator, which is able to translate Malaysian sign language using pattern-matching algorithm. The sign language translator is a vision-based system where the image of the sign is captured by a camera, processed and translated into English by the computer. This sign language translator is able to recognize alphabets (A-Z), numbers (0-9), finger spelling, words (13 words) and sentences. Alphabets, numbers and fingers are categorized under static signs while words and sentences are known as dynamic signs where the signs involve motion. Static signs are recognised by matching positions of each fingertip with the database while the recognition of dynamic signs is performed by comparing the trajectory of the motion. The accuracy for static sign is 97.79% while the accuracy for dynamic sign is 80.38% 2007 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/5380/1/icias2007_andreas.pdf Domingo, Andreas and Akmeliawati, Rini and Kuang, Ye Chow (2007) Pattern matching for automatic sign language translation system using LabVIEW. In: International Conference on Intelligent and Advanced Systems 2007, 25-28 Nov. 2007 , Kuala Lumpur. http://dx.doi.org/10.1109/ICIAS.2007.4658470 doi:10.1109/ICIAS.2007.4658470
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Domingo, Andreas Akmeliawati, Rini Kuang, Ye Chow Pattern matching for automatic sign language translation system using LabVIEW
description	This paper presents an automatic sign language translator, which is able to translate Malaysian sign language using pattern-matching algorithm. The sign language translator is a vision-based system where the image of the sign is captured by a camera, processed and translated into English by the computer. This sign language translator is able to recognize alphabets (A-Z), numbers (0-9), finger spelling, words (13 words) and sentences. Alphabets, numbers and fingers are categorized under static signs while words and sentences are known as dynamic signs where the signs involve motion. Static signs are recognised by matching positions of each fingertip with the database while the recognition of dynamic signs is performed by comparing the trajectory of the motion. The accuracy for static sign is 97.79% while the accuracy for dynamic sign is 80.38%
format	Conference or Workshop Item
author	Domingo, Andreas Akmeliawati, Rini Kuang, Ye Chow
author_facet	Domingo, Andreas Akmeliawati, Rini Kuang, Ye Chow
author_sort	Domingo, Andreas
title	Pattern matching for automatic sign language translation system using LabVIEW
title_short	Pattern matching for automatic sign language translation system using LabVIEW
title_full	Pattern matching for automatic sign language translation system using LabVIEW
title_fullStr	Pattern matching for automatic sign language translation system using LabVIEW
title_full_unstemmed	Pattern matching for automatic sign language translation system using LabVIEW
title_sort	pattern matching for automatic sign language translation system using labview
publishDate	2007
url	http://irep.iium.edu.my/5380/ http://irep.iium.edu.my/5380/ http://irep.iium.edu.my/5380/ http://irep.iium.edu.my/5380/1/icias2007_andreas.pdf
first_indexed	2023-09-18T20:13:57Z
last_indexed	2023-09-18T20:13:57Z
_version_	1777407662142521344

Pattern matching for automatic sign language translation system using LabVIEW

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