Recognition of sign language gestures using neural networks

Article English OPEN
Simon Vamplew;
  • Publisher: LED Edizioni Universitarie
  • Journal: Neuropsychological Trends (issn: 1970-321X, eissn: 1970-3201)
  • Publisher copyright policies & self-archiving
  • Subject: sign language | communication aid | Neurosciences. Biological psychiatry. Neuropsychiatry | RC321-571 | hand gestures | Neurophysiology and neuropsychology | QP351-495
    acm: ComputingMethodologies_PATTERNRECOGNITION

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... View more
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