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...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2007
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/5380/1/icias2007_andreas.pdf |
| _version_ | 1825644659746013184 |
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| author | Domingo, Andreas Akmeliawati, Rini Kuang, Ye Chow |
| author_facet | Domingo, Andreas Akmeliawati, Rini Kuang, Ye Chow |
| author_sort | Domingo, Andreas |
| collection | IIUM |
| 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% |
| first_indexed | 2024-03-05T22:36:03Z |
| format | Proceeding Paper |
| id | oai:generic.eprints.org:5380 |
| institution | International Islamic University Malaysia |
| language | English |
| last_indexed | 2024-03-05T22:36:03Z |
| publishDate | 2007 |
| record_format | dspace |
| spelling | oai:generic.eprints.org: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 Proceeding Paper 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 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Domingo, Andreas Akmeliawati, Rini Kuang, Ye Chow Pattern matching for automatic sign language translation system using LabVIEW |
| title | 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_short | Pattern matching for automatic sign language translation system using LabVIEW |
| title_sort | pattern matching for automatic sign language translation system using labview |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://irep.iium.edu.my/5380/1/icias2007_andreas.pdf |
| work_keys_str_mv | AT domingoandreas patternmatchingforautomaticsignlanguagetranslationsystemusinglabview AT akmeliawatirini patternmatchingforautomaticsignlanguagetranslationsystemusinglabview AT kuangyechow patternmatchingforautomaticsignlanguagetranslationsystemusinglabview |