DocumentCode
2124325
Title
Human-Computer Interaction based on visual recognition using volumegrams of Local Binary Patterns
Author
Maqueda, Ana I. ; del-Blanco, Carlos R. ; Jaureguizar, Fernando ; Garcia, Narciso
Author_Institution
Grupo de Tratamiento de Imagenes, Univ. Politec. de Madrid, Madrid, Spain
fYear
2015
fDate
9-12 Jan. 2015
Firstpage
583
Lastpage
584
Abstract
A robust hand-gesture recognition system based on a novel descriptor called Volumetric Spatiogram of Local Binary Patterns is presented, which allows a more natural input interface for simulating a mouse. The recognition stage based on Support Vector Machines triggers different mouse functions depending on the recognized gesture.
Keywords
gesture recognition; human computer interaction; mouse controllers (computers); support vector machines; human-computer interaction; mouse functions; mouse simulation; natural input interface; robust hand-gesture recognition system; support vector machines; visual recognition; volumegrams; volumetric spatiogram-of-local binary pattern descriptor; Accuracy; Gesture recognition; Histograms; Human computer interaction; Mice; Robustness; Support vector machines;
fLanguage
English
Publisher
ieee
Conference_Titel
Consumer Electronics (ICCE), 2015 IEEE International Conference on
Conference_Location
Las Vegas, NV
Print_ISBN
978-1-4799-7542-6
Type
conf
DOI
10.1109/ICCE.2015.7066536
Filename
7066536
Link To Document