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Sign language recognition model combining non-manual markers and handshapes
dc.creator | Quesada Quirós, Luis | |
dc.creator | Marín Raventós, Gabriela | |
dc.creator | Guerrero Blanco, Luis Alberto | |
dc.date.accessioned | 2018-04-09T13:48:07Z | |
dc.date.available | 2018-04-09T13:48:07Z | |
dc.date.issued | 2016-11-29 | |
dc.identifier.citation | https://link.springer.com/chapter/10.1007/978-3-319-48746-5_41 | |
dc.identifier.isbn | 978-3-319-48746-5 | |
dc.identifier.isbn | 978-3-319-48745-8 | |
dc.identifier.uri | https://hdl.handle.net/10669/74426 | |
dc.description.abstract | People with disabilities have fewer opportunities. Technological developments should be used to help these people to have more opportunities. In this paper we present partial results of a research project which aims to help people with disabilities, specifically deaf and hard of hearing. We present a sign language recognition model. The model takes advantage of the natural user interfaces (NUI) and a classification algorithm (support vector machines). Moreover, we combine handshapes (signs) and non-manual markers (associated to emotions and face gestures) in the recognition process to enhance the sign language expressivity recognition. Additionally, non-manual markers representation is proposed. A model evaluation is also reported. | es_ES |
dc.description.sponsorship | Universidad de Costa Rica/[320-B5-291]/UCR/costa Rica | es_ES |
dc.description.sponsorship | Consejo Nacional para Investigaciones Científicas y Tecnológicas//CONICIT/Costa Rica | es_ES |
dc.language.iso | en_US | es_ES |
dc.source | Part of the Lecture Notes in Computer Science book series (LNCS, volume 10069) | es_ES |
dc.subject | Sign language recognition | es_ES |
dc.subject | Handshapes recognition | es_ES |
dc.subject | Non-manual markers recognition | es_ES |
dc.subject | Intel RealSense | es_ES |
dc.title | Sign language recognition model combining non-manual markers and handshapes | es_ES |
dc.type | contribución de congreso | |
dc.identifier.doi | 10.1007/978-3-319-48746-5_41 | |
dc.description.procedence | UCR::Vicerrectoría de Docencia::Ingeniería::Facultad de Ingeniería::Escuela de Ciencias de la Computación e Informática | es_ES |
dc.description.procedence | UCR::Vicerrectoría de Investigación::Unidades de Investigación::Ingeniería::Centro de Investigaciones en Tecnologías de Información y Comunicación (CITIC) | es_ES |
dc.identifier.codproyecto | 320-B5-291 |