Using spatial context knowledge in gesture recognition for commanding a domestic service robot

The use of human gestures for interacting with robot systems in domestic environments is investigated. Special attention is paid to the recognition of the user's intent behind a gestural action. The main advantage of our approach is that the human's movement together with valuable informat...

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Vydané v:IEEE International Workshop on Robot and Human Interactive Communication 2002 s. 468 - 473
Hlavní autori: Strobel, M., Illmann, J., Kluge, B., Marrone, F.
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 2002
Predmet:
Architecture
Context-aware services
Data mining
Educational robots
Hidden Markov models
Human robot interaction
Layout
Robot programming
Service robots
Surface cleaning
ISBN:9780780375451, 0780375459
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Shrnutí:The use of human gestures for interacting with robot systems in domestic environments is investigated. Special attention is paid to the recognition of the user's intent behind a gestural action. The main advantage of our approach is that the human's movement together with valuable information extracted from a spatial scene representation are directly considered while trying to uncover the intention behind a human's gesture. To uncover the intention of dynamic human gestures we use continuous density hidden Markov models. As an application example, instructing a domestic service robot is considered. An event driven control architecture permits easy context switching and meets the demands of an interactive robot assistant.
ISBN:9780780375451
0780375459
DOI:10.1109/ROMAN.2002.1045666