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Hand-gesture-based human-machine interface system using compressive sensing
Cita
Mantecón del Valle, Tomás; Mantecón Jené, Ana; Blanco Adán, Carlos Roberto del; Jaureguizar Núñez, Fernando y García Santos, Narciso (2015). Hand-gesture-based human-machine interface system using compressive sensing. En: "International Symposium on Consumer Electronics (ISCE 2015)", 24/06/2015 - 26/06/2015, Madrid, Spain. pp. 1-2. https://doi.org/10.1109/ISCE.2015.7177828.
Descripción
| Título: | Hand-gesture-based human-machine interface system using compressive sensing |
|---|---|
| Autor/es: |
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| Tipo de Documento: | Ponencia en Congreso o Jornada (Artículo) |
| Título del Evento: | International Symposium on Consumer Electronics (ISCE 2015) |
| Fechas del Evento: | 24/06/2015 - 26/06/2015 |
| Lugar del Evento: | Madrid, Spain |
| Título del Libro: | International Symposium on Consumer Electronics (ISCE 2015) |
| Fecha: | 2015 |
| Materias: | |
| Palabras Clave Informales: | SVM, DLQP, LBP, Compressive Sensing, gesture recognition, human-machine interface |
| Escuela: | E.T.S.I. Telecomunicación (UPM) |
| Departamento: | Señales, Sistemas y Radiocomunicaciones |
| Licencias Creative Commons: | Reconocimiento - Sin obra derivada - No comercial |
Resumen
A novel and robust vision-based human-machine interface system to naturally interact with computers/smart devices is proposed. The key contribution is the introduction of a Compressive Sensing technique to largely reduce the dimensionality of highly discriminative feature descriptors (computed from depth imagery), which originally have an excessive and inoperative high dimension to be applied to a Support Vector Machine based classifier. The experimental results prove the appropriateness of this approach for the proposed system.
Proyectos asociados
| Tipo | Código | Acrónimo | Responsable | Título |
|---|---|---|---|---|
| Gobierno de España | TEC2010-20412 | Enhanced 3DTV | Ministerio de Economía y Competitividad | Sin especificar |
| Gobierno de España | TEC2013-48453 | MR-UHDTV | Ministerio de Economía y Competitividad | Sin especificar |
Más información
| ID de Registro: | 42764 |
|---|---|
| Identificador DC: | http://oa.upm.es/42764/ |
| Identificador OAI: | oai:oa.upm.es:42764 |
| Identificador DOI: | 10.1109/ISCE.2015.7177828 |
| Depositado por: | Memoria Investigacion |
| Depositado el: | 17 Jul 2016 07:21 |
| Ultima Modificación: | 17 Jul 2016 07:30 |
