Observatorio de I+D+i UPM

Memorias de investigación
Artículos en revistas:
Using Self-Organizing Maps for Intelligent Camera-Based User Interfaces
Año:2010
Áreas de investigación
  • Industria electrónica
Datos
Descripción
The area of Human-Machine Interface is growing fast due to its high importance in all technological systems. The basic idea behind designing Hu- man-Machine interfaces is to enrich the communication with the technology in a natural and easy way. Gesture interfaces are a good example of transparent in- terfaces. Such interfaces must perform the action the user wants, so that the proper gesture recognition is of the highest importance. However, most of the systems based on gesture recognition use complex methods requiring high- resource devices. In this work we propose to model gestures capturing their temporal properties, significantly reducing the storage requirements, and using self-organizing maps for their classification. The main advantage of the ap- proach is its simplicity, which enables the implementation using devices with limited resources, and therefore low cost. First testing results demonstrate its high potential.
Internacional
Si
JCR del ISI
No
Título de la revista
Lecture Notes in Computer Science
ISSN
0302-9743
Factor de impacto JCR
0
Información de impacto
Volumen
6077/2010
DOI
10.1007/978-3-642-13803-4_60
Número de revista
Desde la página
486
Hasta la página
492
Mes
ENERO
Ranking
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Zorana Bankovic . (UPM)
  • Autor: Jose Manuel Moya Fernandez (UPM)
  • Autor: Alvaro Araujo Pinto (UPM)
  • Autor: David Fraga Aydillo (UPM)
  • Autor: Juan Mariano de Goyeneche Vazquez de Seyas (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Laboratorio de Sistemas Integrados (LSI)
  • Departamento: Ingeniería Electrónica
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