DocumentCode
2153066
Title
Dynamic gesture recognition for next generation home multimedia
Author
Vanco, Marek ; Minarik, Ivan ; Rozinaj, Gregor
Author_Institution
Inst. of Telecommun., Slovak Univ. of Technol. in Bratislava, Bratislava, Slovakia
fYear
2013
fDate
25-27 Sept. 2013
Firstpage
219
Lastpage
222
Abstract
This article discusses an alternative use of the gesture recognition algorithm designed originally for touch interfaces. It is shown that the algorithm is employed in a touch-less environment and provides considerable results in terms of gesture recognition accuracy. The environment makes use of the Kinect motion sensor to obtain gesture data which are processed by the Incremental Recognition algorithm. The conducted experiments have shown an overall recognition rate of over 91%.
Keywords
gesture recognition; multimedia systems; Kinect motion sensor; dynamic gesture recognition; incremental recognition algorithm; next generation home multimedia; touch interface; touch-less environment; Accuracy; Algorithm design and analysis; Cameras; Gesture recognition; Hardware; Heuristic algorithms; Hidden Markov models; Dynamic gestures; Incremental Recognition Algorithm; Microsoft Kinect;
fLanguage
English
Publisher
ieee
Conference_Titel
ELMAR, 2013 55th International Symposium
Conference_Location
Zadar
ISSN
1334-2630
Print_ISBN
978-953-7044-14-5
Type
conf
Filename
6658356
Link To Document