Recognition of sign language gestures using neural networks
This paper describes the structure and performance of the SLARTI sign language recognition system developed at the University of Tasmania. SLARTI uses a modular architecture consisting of multiple feature-recognition neural networks and a nearest-neighbour classifier to recognise Australian sign lan...
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| Format: | Article |
| Language: | English |
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LED Edizioni Universitarie
2007-04-01
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| Series: | Neuropsychological Trends |
| Subjects: | |
| Online Access: | http://www.ledonline.it/NeuropsychologicalTrends/allegati/NeuropsychologicalTrends_1_Vamplew.pdf |
| _version_ | 1818520256501514240 |
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| author | Simon Vamplew |
| author_facet | Simon Vamplew |
| author_sort | Simon Vamplew |
| collection | DOAJ |
| description | This paper describes the structure and performance of the SLARTI sign language recognition system developed at the University of Tasmania. SLARTI uses a modular architecture consisting of multiple feature-recognition neural networks and a nearest-neighbour classifier to recognise Australian sign language (Auslan) hand gestures. |
| first_indexed | 2024-12-11T01:34:52Z |
| format | Article |
| id | doaj.art-1d991a1f21404b24bf07aba33b71c0d0 |
| institution | Directory Open Access Journal |
| issn | 1970-321X 1970-3201 |
| language | English |
| last_indexed | 2024-12-11T01:34:52Z |
| publishDate | 2007-04-01 |
| publisher | LED Edizioni Universitarie |
| record_format | Article |
| series | Neuropsychological Trends |
| spelling | doaj.art-1d991a1f21404b24bf07aba33b71c0d02022-12-22T01:25:14ZengLED Edizioni UniversitarieNeuropsychological Trends1970-321X1970-32012007-04-0113141Recognition of sign language gestures using neural networksSimon Vamplew0Department of Computer Science, University of Tasmania This paper describes the structure and performance of the SLARTI sign language recognition system developed at the University of Tasmania. SLARTI uses a modular architecture consisting of multiple feature-recognition neural networks and a nearest-neighbour classifier to recognise Australian sign language (Auslan) hand gestures.http://www.ledonline.it/NeuropsychologicalTrends/allegati/NeuropsychologicalTrends_1_Vamplew.pdfsign languagehand gesturescommunication aid |
| spellingShingle | Simon Vamplew Recognition of sign language gestures using neural networks Neuropsychological Trends sign language hand gestures communication aid |
| title | Recognition of sign language gestures using neural networks |
| title_full | Recognition of sign language gestures using neural networks |
| title_fullStr | Recognition of sign language gestures using neural networks |
| title_full_unstemmed | Recognition of sign language gestures using neural networks |
| title_short | Recognition of sign language gestures using neural networks |
| title_sort | recognition of sign language gestures using neural networks |
| topic | sign language hand gestures communication aid |
| url | http://www.ledonline.it/NeuropsychologicalTrends/allegati/NeuropsychologicalTrends_1_Vamplew.pdf |
| work_keys_str_mv | AT simonvamplew recognitionofsignlanguagegesturesusingneuralnetworks |